LMMs-Eval
Collection
Dataset Collection of LMMs-Eval
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36 items
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241 | Identify the question that Madelyn and Tucker's experiment can best answer. | The passage below describes an experiment. Read the passage and then follow the instructions below.
Madelyn applied a thin layer of wax to the underside of her snowboard and rode the board straight down a hill. Then, she removed the wax and rode the snowboard straight down the hill again. She repeated the rides four more times, alternating whether she rode with a thin layer of wax on the board or not. Her friend Tucker timed each ride. Madelyn and Tucker calculated the average time it took to slide straight down the hill on the snowboard with wax compared to the average time on the snowboard without wax.
Figure: snowboarding down a hill. | Does Madelyn's snowboard slide down a hill in less time when it has a thin layer of wax or a thick layer of wax? | Does Madelyn's snowboard slide down a hill in less time when it has a layer of wax or when it does not have a layer of wax? | nan | nan | B | identity_reasoning | scienceqa | attribute_reasoning | nan | dev |
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252 | Which of the following could Laura and Isabella's test show? | People can use the engineering-design process to develop solutions to problems. One step in the process is testing if a potential solution meets the requirements of the design.
The passage below describes how the engineering-design process was used to test a solution to a problem. Read the passage. Then answer the question below.
Laura and Isabella were making batches of concrete for a construction project. To make the concrete, they mixed together dry cement powder, gravel, and water. Then, they checked if each batch was firm enough using a test called a slump test.
They poured some of the fresh concrete into an upside-down metal cone. They left the concrete in the metal cone for 30 seconds. Then, they lifted the cone to see if the concrete stayed in a cone shape or if it collapsed. If the concrete in a batch collapsed, they would know the batch should not be used.
Figure: preparing a concrete slump test. | if the concrete from each batch took the same amount of time to dry | if a new batch of concrete was firm enough to use | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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253 | Which of the following was a dependent variable in this experiment? | The passage below describes an experiment. Read the passage and think about the variables that are described.
Arianna's brother thought that crushed ice would keep his soda cooler than whole ice cubes.
To test this idea, Arianna divided a large bottle of soda equally among six glasses. Arianna added five whole ice cubes to each of the first three glasses while her brother crushed five ice cubes into small pieces before adding them to each of the other three glasses. Ten minutes after all the ice had been added to the glasses, Arianna used a thermometer to measure the temperature of the soda in each glass.
Hint: An independent variable is a variable whose effect you are investigating. A dependent variable is a variable that you measure.
Figure: glasses of soda with ice. | the temperature of the soda | the size of the ice pieces | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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254 | Which of the following was an independent variable in this experiment? | The passage below describes an experiment. Read the passage and think about the variables that are described.
Bryce noticed that some of the footballs his team used during practice were not fully inflated. He wondered whether fully inflated footballs would travel farther than footballs with a lower air pressure.
To find out, Bryce collected 20 standard footballs. He fully inflated ten of them to an air pressure of 13 pounds per square inch. He inflated the remaining ten to an air pressure of 10 pounds per square inch. Bryce used to launch a ball across a football field. He measured the distance the football traveled and then launched the next ball. Bryce repeated this with all 20 balls.
Hint: An independent variable is a variable whose effect you are investigating. A dependent variable is a variable that you measure.
Figure: a football launcher. | the distance the footballs traveled | the air pressure in the footballs | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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256 | Which of the following could Devin's test show? | People can use the engineering-design process to develop solutions to problems. One step in the process is testing if a potential solution meets the requirements of the design.
The passage below describes how the engineering-design process was used to test a solution to a problem. Read the passage. Then answer the question below.
Devin was a mechanical engineer who was designing to record temperature, precipitation, and wind speed. The weather station would be used in a town where the highest recorded temperature was 40ยฌโC. Devin wanted to make sure the weather station would work even in unusually warm weather.
So, he set an indoor test chamber to 50ยฌโC with low moisture and no wind. He left the weather station in the chamber overnight. The next day, he checked to see if the weather station displayed accurate measurements after 24 hours at 50ยฌโC.
Figure: a weather station. | if the weather station would work when the temperature was 50ยฌโC | how well the weather station would work when it was windy | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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258 | Identify the question that Carson's experiment can best answer. | The passage below describes an experiment. Read the passage and then follow the instructions below.
Carson made six batches of muffins over the course of one day. He used whole wheat flour in three of the batches and white flour in the other three batches. He divided the batter into muffin tins, using two ounces of batter per muffin. He baked the muffins in a 350ยฌโF oven for 20 minutes. After allowing the muffins to cool, Carson measured the dimensions of the muffins and calculated their volumes. He compared the volumes of the muffins made with whole wheat flour to the volumes of the muffins made with white flour.
Figure: muffins cooling. | Does the type of flour used in the muffins affect the number of muffins that turn brown after 30 minutes in the oven? | Do muffins made with white flour have larger volumes than muffins made with whole wheat flour? | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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261 | Which statement describes the Great Victoria Desert ecosystem? | Figure: Great Victoria Desert.
The Great Victoria Desert is a hot desert ecosystem located in Western Australia and South Australia. It is the largest desert in Australia! The Great Victoria Desert is home to the rare great desert skink. To stay cool during the day, great desert skinks live in holes they dig in the ground. | It has thick, moist soil. | It has dry, thin soil. | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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264 | Which better describes the tide pool ecosystems in Tongue Point Marine Life Sanctuary? | Figure: Tongue Point Marine Life Sanctuary.
Tongue Point Marine Life Sanctuary is in western Washington State. The park is on the coast of the Pacific Ocean. It has many tide pool ecosystems. | It has water that is poor in nutrients. It also has only a few types of organisms. | It has water that is rich in nutrients. It also has many different types of organisms. | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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267 | Which part of an apple tree might grow into a new tree? | This diagram shows the life cycle of an apple tree. | a seed | a leaf | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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269 | Which animal's limbs are also adapted for gliding? | Sugar gliders live in the forests of Southeast Asia. They have two arms and two legs. They also have a thin layer of skin, called a patagium, stretched between their arms and legs.
Sugar gliders use the patagium to glide through the air from tree to tree. The 's limbs are adapted for gliding.
Figure: sugar glider. | northern flying squirrel | ring-tailed lemur | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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274 | Which fish's mouth is also adapted for tearing through meat? | Barracudas often hunt large fish for food. The 's mouth is adapted to tear through meat.
Figure: barracuda. | copperband butterflyfish | tiger moray | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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278 | Which animal's skin is also adapted for survival in cold places? | s live in the Canadian Arctic and Greenland. The 's skin is adapted to help the animal survive in cold places.
Figure: Arctic hare. | fantastic leaf-tailed gecko | polar bear | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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293 | Which material is this spatula made of? | nan | rubber | cotton | nan | nan | A | function_reasoning | scienceqa | attribute_reasoning | nan | dev |
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295 | Which property do these two objects have in common? | Select the better answer. | yellow | salty | nan | nan | B | function_reasoning | scienceqa | attribute_reasoning | nan | dev |
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302 | Complete the statement.
Boron trifluoride is (). | The model below represents a molecule of boron trifluoride. Boron trifluoride is used to make many types of chemicals, such as plastics. | an elementary substance | a compound | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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308 | Complete the text to describe the diagram.
Solute particles moved in both directions across the permeable membrane. But more solute particles moved across the membrane (). When there was an equal concentration on both sides, the particles reached equilibrium. | The diagram below shows a solution with one solute. Each solute particle is represented by a yellow ball. The solution fills a closed container that is divided in half by a membrane. The membrane, represented by a dotted line, is permeable to the solute particles.
The diagram shows how the solution can change over time during the process of diffusion. | to the right than to the left | to the left than to the right | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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313 | Complete the text to describe the diagram.
Solute particles moved in both directions across the permeable membrane. But more solute particles moved across the membrane (). When there was an equal concentration on both sides, the particles reached equilibrium. | The diagram below shows a solution with one solute. Each solute particle is represented by a yellow ball. The solution fills a closed container that is divided in half by a membrane. The membrane, represented by a dotted line, is permeable to the solute particles.
The diagram shows how the solution can change over time during the process of diffusion. | to the right than to the left | to the left than to the right | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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316 | Complete the statement.
Ammonia is (). | The model below represents a molecule of ammonia. Most of the ammonia produced every year is used by farmers to help crops grow. | an elementary substance | a compound | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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344 | Which of these colonies was Southern Colonies? | In the following questions, you will learn about the origin of the Southern Colonies. The Southern Colonies made up the southern part of the Thirteen Colonies, which were ruled by Great Britain in the 1600s and 1700s. The population of the Southern Colonies included enslaved and free people of African descent, Native American groups, and European settlers. The map below shows the Thirteen Colonies in 1750. Look at the map. Then answer the question below. | Pennsylvania | Maryland | nan | nan | B | object_localization | scienceqa | finegrained_perception (instance-level) | nan | dev |
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355 | Based on the timeline, which statement is true? | Between 1775 and 1783, Americans fought the British in the Revolutionary War. Look at the timeline of events in the years before the war. Then answer the question. | Americans boycotted British goods before the Revolutionary War began. | The Boston Massacre was the first battle of the Revolutionary War. | nan | nan | A | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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362 | Is native copper a mineral? | Native copper has the following properties:
solid
not made by living things
found in nature
fixed crystal structure
made of the metal copper | no | yes | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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364 | Is plastic a mineral? | Plastic has the following properties:
solid
no fixed crystal structure
not a pure substance
made in a factory | yes | no | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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365 | Is the following statement about our solar system true or false?
The smallest planet is made mainly of rock. | Use the data to answer the question below. | False | True | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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370 | Is the following statement about our solar system true or false?
The volume of Mars is more than three times as large as Mercury's. | Use the data to answer the question below. | True | False | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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371 | Does this passage describe the weather or the climate? | Figure: Umbria.
Large, fluffy clouds filled the sky on a warm summer day in Umbria, Italy.
Hint: Weather is what the atmosphere is like at a certain place and time. Climate is the pattern of weather in a certain place. | weather | climate | nan | nan | A | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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377 | Which of the following fossils is younger? Select the more likely answer. | This diagram shows fossils in an undisturbed sedimentary rock sequence. | ginkgo leaf | mammal tooth | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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388 | What do hedgehogs do when they are scared? | Read the passage about hedgehogs.
Hedgehogs have sharp spines that cover their backs. Some people think they look like little spiky balls! When they are scared, hedgehogs roll up into a ball. This keeps them safe from foxes and other animals.
Hedgehogs eat things like insects, worms, and snails. They hunt for food in hedges and other plants, just like wild pigs, or hogs. This is how they got the name hedgehogs. | They shoot their spines like arrows. | They curl up into a ball. | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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399 | What are the fingers of a banana plant? | Read the passage about bananas.
Bananas grow on banana plants in large bunches. Each group of bananas in a bunch is called a hand, and each banana is a finger.
Banana plants may look like trees, but they're not. They don't have trunks. Instead, they have thick stems made of leaves. Banana plants are chopped down once all the bananas are picked. But a new plant can grow from the old plant's roots. | the bananas | the stems | nan | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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401 | Based on the time line, which event happens after James Marshall discovers gold and before gold becomes harder to find? | This time line shows important events during the California Gold Rush. | Many people move to California. | Silver is discovered in Nevada. | nan | nan | A | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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403 | Based on the event chain, which event happens earlier in the legend? | This event chain shows the main events from the legend of John Henry. | John Henry gets sick. | John Henry beats the machine. | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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404 | Based on the table, in which story does the main character travel through time by accident? | This table compares three stories about time travel. | in both The Time Machine and A Connecticut Yankee in King Arthur's Court | only in A Connecticut Yankee in King Arthur's Court | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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407 | Based on the time line, when did people start playing polo? | This time line shows ancient sports that are still popular today. It gives each sport's likely place and date of origin. | before surfing | before sumo wrestling | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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410 | Based on the table, what did Ruth Handler invent? | This table shows the inventors of some popular toys. | the Rubik's Cube | the Barbie doll | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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419 | Based on the event chain, when is Tinker Bell poisoned? | This event chain shows events from Peter and Wendy by J. M. Barrie. | before Captain Hook captures the Lost Boys | after the Lost Boys fight the pirates | nan | nan | B | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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426 | Complete the sentence.
The African elephant is the () land animal in the world. | This picture shows an African elephant. | smallest | largest | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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428 | Which trait does this red squirrel have? | This image shows a Eurasian red squirrel. | It has a bushy tail. | It has fins. | nan | nan | A | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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442 | Select the time the lunchroom is most likely to flood. | Imagine a school is facing a problem caused by flooding.
The lunchroom at Sunset Elementary School floods each year. When there is more than one inch of water on the ground outside, water flows under the doors and into the building. Dr. Rogers, the principal, wants to find a way to protect the lunchroom from flooding. | when a river next to the school overflows | during a drought, when there is not much rain | nan | nan | A | future_prediction | scienceqa | logic_reasoning | nan | dev |
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448 | Which term matches the picture? | Read the text.
Butterflies and moths are easily mistaken for each other, but one distinction between them often appears during their pupal stage. When most butterfly caterpillars reach full size, they attach themselves to a leaf or other object and shed their skin a final time, forming a chrysalis, a hard, shell-like skin, which protects the pupa inside. The chrysalis may be dull and rough or shiny and smooth, usually blending into its surroundings. Most moth caterpillars, by contrast, create a cocoon to protect the pupa, rather than forming a chrysalis. The cocoons usually resemble hard silk pouches, but some moths also incorporate materials like hairs and twigs. | cocoon | chrysalis | nan | nan | B | object_localization | scienceqa | finegrained_perception (instance-level) | nan | dev |
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449 | Which term matches the picture? | Read the text.
Most animals need to maintain a body temperature within a narrow range. Endotherms, such as humans and other mammals, can regulate their temperatures internally. When the temperature of their surrounding environments changes, endotherms may shiver or sweat to keep their body temperatures within a normal range.
For ectotherms, by contrast, a change in the temperature of the surrounding environment will usually affect the animal's body temperature. Ectotherms often regulate their body temperatures by moving within their environments; for instance, a lizard will lie out in the sun to warm itself up. | endotherms | ectotherms | nan | nan | A | object_localization | scienceqa | finegrained_perception (instance-level) | nan | dev |
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452 | Which term matches the picture? | Read the text.
The properties of a light wave affect what we see. One property of a light wave is wavelength. Wavelength measures the distance between one crest to the next. The wavelength of light determines what color, if any, is visible to the human eye. The longest visible waves are red and the shortest visible waves are violet.
Another property of a light wave is amplitude. Amplitude refers to the distance between the middle of the wave and the point farthest from the center. This point is usually shown as the highest point on the wave, or the wave's crest. We perceive light waves with greater amplitude as being brighter. | amplitude | wavelength | nan | nan | A | structuralized_imagetext_understanding | scienceqa | logic_reasoning | nan | dev |
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453 | Which term matches the picture? | Read the text.
Volcanic eruptions are classified by their appearance and their behavior. During a Hawaiian eruption, for example, lava is ejected from the volcano in a column. These jets can last for several hours or for days. The lava that flows from this type of eruption can often travel for miles before cooling and hardening.
A Strombolian eruption, on the other hand, occurs when lava erupts from the volcano in short-lived bursts that result in scattered sprays of lava. These bursts often resemble bright, exploding fireworks. | Hawaiian eruption | Strombolian eruption | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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454 | Which term matches the picture? | Read the text.
Flowering plants are commonly divided into two groups: monocots and dicots. They are distinguished by the number of cotyledons their seeds haveโรรฎa cotyledon is an undeveloped leaf inside the seed. Monocot seeds have one cotyledon while dicot seeds have two. You can also tell mature monocots and dicots apart based on their leaves and flowers. Monocots' petals occur in multiples of three (e.g., three or six), and their leaves have parallel veins; dicots' petals occur in multiples of four or five, and their leaves have branched veins. | monocot | dicot | nan | nan | A | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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477 | Which term matches the picture? | Read the text.
Heat transfer can occur in different ways. Two common ways are through conduction and convection. Conduction occurs when molecules from one object collide with molecules from another object. Burning your hand by touching a hot car door on a sunny summer day is an example of conduction.
Convection is another form of heat transfer. When a liquid or gas is heated, the heated matter rises upward, away from the heat source. Hot bubbles rising in a pot of water boiling on a stove is an example of convection. | conduction | convection | nan | nan | B | object_localization | scienceqa | finegrained_perception (instance-level) | nan | dev |
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478 | Which term matches the picture? | Read the text.
The stem of a plant contains different types of tissue. Two of these types are xylem and phloem. Xylem tissue carries water and nutrients from the roots of the plant to the leaves. Xylem moves materials in only one direction, up the plant's stem. Phloem tissue carries nutrients from the leaves to other parts of the plant. The nutrients in phloem tissue can move in two directions, either up or down the plant's stem. | phloem | xylem | nan | nan | B | function_reasoning | scienceqa | attribute_reasoning | nan | dev |
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480 | Which term matches the picture? | Read the text.
"Cleavage" and "fracture" refer to the different ways that minerals can break. Cleavage occurs when a mineral breaks and forms flat planes or surfaces. These surfaces are smooth and often reflective. Minerals break cleanly along cleavage planes because there are weak points in the mineral's structure.
When a mineral breaks by fracturing, it does not break along a smooth cleavage plane. Instead, this type of break results in surfaces that may look jagged or irregular. | fracture | cleavage | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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481 | Which term matches the picture? | Read the text.
The shape of a lens determines how it bends light that passes through it. A concave lens, for example, is thinner in the center than it is at the edges. This results in light rays diverging, or bending away from one another, after passing through. Concave lenses are used in TV projectors to spread out light.
A convex lens, on the other hand, is thicker in center than at the edges. As a result, light rays converge, or come together, after passing through. If you place a convex lens close enough to an object, the object will appear larger when you look through the lens, as in a microscope. | convex lens | concave lens | nan | nan | A | function_reasoning | scienceqa | attribute_reasoning | nan | dev |
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482 | Which term matches the picture? | Read the text.
The Ophiuroidea are marine animals that are closely related to true sea stars, or the Asteroidea. Ophiuroids are divided into two groups: brittle stars and basket stars.
Brittle stars generally have five arms joined to a central body disk. Unlike those of true sea stars, the central body disks of brittle stars are usually round and sharply contrast with the arms.
Basket stars are similar to brittle stars, but often larger. Unlike the thin snake-like arms of brittle stars, the arms of basket stars are often repeatedly branched. | basket star | brittle star | nan | nan | A | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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484 | Which term matches the picture? | Read the text.
The nucleus is an important feature of a eukaryotic cell. The nucleus is usually round and stores long coiled structures called chromosomes, which contain the cell's genetic material.
A prokaryotic cell, by contrast, doesn't have a nucleus. Instead, its chromosomes are loose in the cell, not surrounded by a membrane. Because prokaryotic cells lack nuclei and other membrane-bound structures, prokaryotic cells are typically simpler than eukaryotic cells. | prokaryotic cell | eukaryotic cell | nan | nan | A | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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485 | Which term matches the picture? | Read the text.
Igneous rock forms when melted rock, like magma or lava, cools and hardens. The faster the rock cools, the finer its grain. That's because there isn't as much time for crystals to form. A rock like obsidian cools quickly and creates a smooth and glassy black rock. Obsidian can be chipped down into a fine point. Granite, on the other hand, cools slowly. It has large mineral grains that form as it cools. The grains create interesting patterns, which is why granite is often used for kitchen countertops. | obsidian | granite | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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486 | Which term matches the picture? | Read the text.
There are two kinds of energy: kinetic and potential. Kinetic energy is the energy of a moving object. Wind and flowing water both have kinetic energy. Another type of energy is potential energy. There are different types of potential energy. You can think of potential energy as kinds of stored energy. For example, a compressed spring has elastic potential energy. If it doesn't have something holding it down, its energy will be released and it will spring forward. | kinetic energy | potential energy | nan | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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487 | Which term matches the picture? | Read the text.
The sea is home to many different groups, or phyla, of animals. Two of these are cnidarians and echinoderms.
Cnidarian comes from a Greek word that means "nettle," a stinging type of plant. Cnidarians have tentacles all around their mouths, which they use to sting prey and pull the prey toward their mouths.
Echinoderm comes from Greek words meaning "spiny" and "skin." Echinoderms have stiff bodies, and their spines may stick out of their skins. Adult echinoderms' bodies are often arranged in five balanced parts, like a star. | echinoderm | cnidarian | nan | nan | B | attribute_recognition | scienceqa | finegrained_perception (instance-level) | nan | dev |
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488 | Which term matches the picture? | Read the text.
If something has bilateral symmetry, you can draw a line from top to bottom and both sides of the line will match. For example, if you drew a line down the center of someone's face, both sides would have one eye, half a nose, and half a mouth. If you drew a line in the middle from left to right, however, the two sides would not match.
Radial symmetry describes something that is symmetrical, or matching, all the way around. A daisy, and many other flowers, have radial symmetry. You could cut a daisy in half from top to bottom in many directionsโรรฎdown the middle or left to rightโรรฎand the halves would match. | bilateral symmetry | radial symmetry | nan | nan | B | spatial_relationship | scienceqa | finegrained_perception (cross-instance) | nan | dev |
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858 | Two magnets are places as shown. Will these magnets attract or repel each other? | nan | Repel. | Attract. | nan | nan | B | physical_property_reasoning | Internet | attribute_reasoning | dev |
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863 | Two magnets are placed as shown. Hint: Magnets that attract pull together. Magnets that repel push apart. Will these magnets attract or repel each other? | nan | Repel. | Attract. | nan | nan | A | physical_property_reasoning | Internet | attribute_reasoning | dev |
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1,085 | is this place crowded? | nan | yes | no | nan | nan | A | image_scene | coarse_perception | nan | dev |
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1,086 | is this place crowded? | nan | yes | no | nan | nan | A | image_scene | coarse_perception | nan | dev |
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1,087 | is this place crowded? | nan | yes | no | nan | nan | B | image_scene | coarse_perception | nan | dev |
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1,088 | is this place crowded? | nan | yes | no | nan | nan | B | image_scene | coarse_perception | nan | dev |
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1,231 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062010335181_0826373.jpg | coarse_perception | nan | dev |
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1,232 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062010363246_07162655.jpg | coarse_perception | nan | dev |
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1,234 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062010393888_018238731.jpg | coarse_perception | nan | dev |
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1,235 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062010402603_020522527.jpg | coarse_perception | nan | dev |
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1,237 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062010433198_039140730.jpg | coarse_perception | nan | dev |
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1,238 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062010441353_070272233.jpg | coarse_perception | nan | dev |
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1,242 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062010480893_033000255.jpg | coarse_perception | nan | dev |
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1,243 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062010490591_056278886.jpg | coarse_perception | nan | dev |
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1,244 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062010503322_062503983.jpg | coarse_perception | nan | dev |
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1,247 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062010532905_0132921013.jpg | coarse_perception | nan | dev |
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1,248 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062010541415_0137841242.jpg | coarse_perception | nan | dev |
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1,251 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011003409_0100882570.jpg | coarse_perception | nan | dev |
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1,253 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011023667_0156451756.jpg | coarse_perception | nan | dev |
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1,254 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011032870_0202351926.jpg | coarse_perception | nan | dev |
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1,255 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011041417_0255857546.jpg | coarse_perception | nan | dev |
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1,256 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011065517_0213906996.jpg | coarse_perception | nan | dev |
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1,257 | Which image is more brightful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011074600_0147783170.jpg | coarse_perception | nan | dev |
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1,258 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011083912_0260267679.jpg | coarse_perception | nan | dev |
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1,259 | Which image is more brightful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011092520_0286576891.jpg | coarse_perception | nan | dev |
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1,262 | which image is more colorful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011173220_0445846327.jpg | coarse_perception | nan | dev |
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1,264 | which image is more colorful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011191916_0450063799.jpg | coarse_perception | nan | dev |
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1,267 | which image is more colorful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011223063_0516771790.jpg | coarse_perception | nan | dev |
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1,268 | which image is more colorful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011230705_0563363297.jpg | coarse_perception | nan | dev |
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1,269 | which image is more colorful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011240459_0742801177.jpg | coarse_perception | nan | dev |
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1,270 | which image is more colorful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011240459_0742801177.jpg | coarse_perception | nan | dev |
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1,273 | which image is more colorful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011324186_01473138944.jpg | coarse_perception | nan | dev |
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1,275 | which image is more colorful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011345196_03976452832.jpg | coarse_perception | nan | dev |
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1,276 | which image is more colorful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011360128_04698931028.jpg | coarse_perception | nan | dev |
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1,277 | which image is more colorful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011364479_05197869977.jpg | coarse_perception | nan | dev |
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1,278 | which image is more colorful? | nan | The first image | The second image | nan | nan | B | image_quality | http://zuohaotu.com/Download/062011373576_03642904232.jpg | coarse_perception | nan | dev |
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1,279 | which image is more colorful? | nan | The first image | The second image | nan | nan | A | image_quality | http://zuohaotu.com/Download/062011381502_06282202152.jpg | coarse_perception | nan | dev |
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244 | Which of the following could Ernesto's test show? | People can use the engineering-design process to develop solutions to problems. One step in the process is testing if a potential solution meets the requirements of the design.
The passage below describes how the engineering-design process was used to test a solution to a problem. Read the passage. Then answer the question below.
Ernesto was a landscape architect who was hired to design a new city park. The city council wanted the park to have space for outdoor concerts and to have at least 20% of the park shaded by trees. Ernesto thought the concert area should be at least 150 meters from the road so traffic noise didn't interrupt the music. He developed three possible designs for the park with the concert area in a different location in each design. Then, he tested each design by measuring the distance between the road and the concert area.
Figure: studying an architect's design. | which design would have the greatest distance between the concert area and the road | which design would have the least traffic noise in the concert area | if at least 20% of the park would be shaded by trees in each design | nan | A | identity_reasoning | scienceqa | attribute_reasoning | nan | dev |
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270 | Which statement describes the Taklamakan Desert ecosystem? | Figure: Taklamakan Desert.
The Taklamakan Desert is a cold desert ecosystem in northwestern China. Towns in this desert were stops along the Silk Road, a historical trade route between China and eastern Europe. | It has dry, thin soil. | It has warm summers and mild winters. | It has a medium amount of rain. | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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282 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material. | The strength of the magnetic force is the same in both pairs. | The magnetic force is weaker in Pair 2. | The magnetic force is weaker in Pair 1. | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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284 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material, but some of them are different sizes and shapes. | The magnitude of the magnetic force is greater in Pair 2. | The magnitude of the magnetic force is the same in both pairs. | The magnitude of the magnetic force is greater in Pair 1. | nan | C | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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285 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material, but some of them are different shapes. | The magnitude of the magnetic force is the same in both pairs. | The magnitude of the magnetic force is greater in Pair 1. | The magnitude of the magnetic force is greater in Pair 2. | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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288 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material, but some of them are different sizes. | The magnitude of the magnetic force is greater in Pair 1. | The magnitude of the magnetic force is the same in both pairs. | The magnitude of the magnetic force is greater in Pair 2. | nan | C | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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289 | Which property do these three objects have in common? | Select the best answer. | blue | smooth | flexible | nan | B | function_reasoning | scienceqa | attribute_reasoning | nan | dev |
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290 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material, but some of them are different sizes. | The magnitude of the magnetic force is smaller in Pair 2. | The magnitude of the magnetic force is the same in both pairs. | The magnitude of the magnetic force is smaller in Pair 1. | nan | C | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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292 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material, but some of them are different shapes. | The magnitude of the magnetic force is smaller in Pair 2. | The magnitude of the magnetic force is smaller in Pair 1. | The magnitude of the magnetic force is the same in both pairs. | nan | B | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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294 | Think about the magnetic force between the magnets in each pair. Which of the following statements is true? | The images below show two pairs of magnets. The magnets in different pairs do not affect each other. All the magnets shown are made of the same material. | The magnetic force is stronger in Pair 1. | The magnetic force is stronger in Pair 2. | The strength of the magnetic force is the same in both pairs. | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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300 | Compare the average kinetic energies of the particles in each sample. Which sample has the higher temperature? | The diagrams below show two pure samples of gas in identical closed, rigid containers. Each colored ball represents one gas particle. Both samples have the same number of particles. | sample A | neither; the samples have the same temperature | sample B | nan | A | physical_property_reasoning | scienceqa | attribute_reasoning | nan | dev |
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Dataset Card for "MMBench_EN"
Large-scale Multi-modality Models Evaluation Suite
Accelerating the development of large-scale multi-modality models (LMMs) with
lmms-eval
๐ Homepage | ๐ Documentation | ๐ค Huggingface Datasets
This Dataset
This is a formatted version of the English subset of MMBench. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.
@article{MMBench,
author = {Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin},
journal = {arXiv:2307.06281},
title = {MMBench: Is Your Multi-modal Model an All-around Player?},
year = {2023},
}
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