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video
video
label
class label
3 classes
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
0Environment
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
1Human
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
2Object
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2Object
2Object
2Object

Overview

OmniBench-99 benchmark is published in OmniCreator, containing 99 videos with varied contents (i.e., Environment, Human/Animal, and Object), designed to offer a comprehensive platform for evaluating generative video editing, focusing on both editing types and scenarios.

Paper Link

Project Page

Dataset Structure

Unlike previous benchmarks that evaluate only four editing types, OmniBench-99 expands the scope to include both editing types and scenarios. Specifically:

  • Environment: Scenarios are developed for Background, Weather, and Time edits.
  • Object: Scenarios are created for Addition, Removal, and Replacement edits.
  • Human/Animal: Scenarios are designed for Appearance and Motion/Pose edits.
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