{ "text-classification": { "name": "Text Classification", "subtasks": [ { "type": "acceptability-classification", "name": "Acceptability Classification", }, { "type": "entity-linking-classification", "name": "Entity Linking Classification", }, { "type": "fact-checking", "name": "Fact Checking", }, { "type": "intent-classification", "name": "Intent Classification", }, { "type": "language-identification", "name": "Language Identification", }, { "type": "multi-class-classification", "name": "Multi Class Classification", }, { "type": "multi-label-classification", "name": "Multi Label Classification", }, { "type": "multi-input-text-classification", "name": "Multi-input Text Classification", }, { "type": "natural-language-inference", "name": "Natural Language Inference", }, { "type": "semantic-similarity-classification", "name": "Semantic Similarity Classification", }, { "type": "sentiment-classification", "name": "Sentiment Classification", }, { "type": "topic-classification", "name": "Topic Classification", }, { "type": "semantic-similarity-scoring", "name": "Semantic Similarity Scoring", }, { "type": "sentiment-scoring", "name": "Sentiment Scoring", }, { "type": "sentiment-analysis", "name": "Sentiment Analysis", }, { "type": "hate-speech-detection", "name": "Hate Speech Detection", }, { "type": "text-scoring", "name": "Text Scoring", }, ], "modality": "nlp", "color": "orange", }, "token-classification": { "name": "Token Classification", "subtasks": [ { "type": "named-entity-recognition", "name": "Named Entity Recognition", }, { "type": "part-of-speech", "name": "Part of Speech", }, { "type": "parsing", "name": "Parsing", }, { "type": "lemmatization", "name": "Lemmatization", }, { "type": "word-sense-disambiguation", "name": "Word Sense Disambiguation", }, { "type": "coreference-resolution", "name": "Coreference-resolution", }, ], "modality": "nlp", "color": "blue", }, "table-question-answering": { "name": "Table Question Answering", "modality": "nlp", "color": 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"modality": "audio", "color": "green", }, "voice-activity-detection": { "name": "Voice Activity Detection", "modality": "audio", "color": "red", }, "depth-estimation": { "name": "Depth Estimation", "modality": "cv", "color": "yellow", }, "image-classification": { "name": "Image Classification", "subtasks": [ { "type": "multi-label-image-classification", "name": "Multi Label Image Classification", }, { "type": "multi-class-image-classification", "name": "Multi Class Image Classification", }, ], "modality": "cv", "color": "blue", }, "object-detection": { "name": "Object Detection", "subtasks": [ { "type": "face-detection", "name": "Face Detection", }, { "type": "vehicle-detection", "name": "Vehicle Detection", }, ], "modality": "cv", "color": "yellow", }, "image-segmentation": { "name": "Image Segmentation", "subtasks": [ { "type": "instance-segmentation", "name": "Instance Segmentation", }, { "type": "semantic-segmentation", "name": "Semantic Segmentation", }, { "type": 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Classification", "modality": "tabular", "subtasks": [ { "type": "tabular-multi-class-classification", "name": "Tabular Multi Class Classification", }, { "type": "tabular-multi-label-classification", "name": "Tabular Multi Label Classification", }, ], "color": "blue", }, "tabular-regression": { "name": "Tabular Regression", "modality": "tabular", "subtasks": [ { "type": "tabular-single-column-regression", "name": "Tabular Single Column Regression", }, ], "color": "blue", }, "tabular-to-text": { "name": "Tabular to Text", "modality": "tabular", "subtasks": [ { "type": "rdf-to-text", "name": "RDF to text", }, ], "color": "blue", "hideInModels": true, }, "table-to-text": { "name": "Table to Text", "modality": "nlp", "color": "blue", "hideInModels": true, }, "multiple-choice": { "name": "Multiple Choice", "subtasks": [ { "type": "multiple-choice-qa", "name": "Multiple Choice QA", }, { "type": "multiple-choice-coreference-resolution", "name": "Multiple Choice Coreference Resolution", }, ], "modality": "nlp", "color": "blue", "hideInModels": true, }, "text-retrieval": { "name": "Text Retrieval", "subtasks": [ { "type": "document-retrieval", "name": "Document Retrieval", }, { "type": "utterance-retrieval", "name": "Utterance Retrieval", }, { "type": "entity-linking-retrieval", "name": "Entity Linking Retrieval", }, { "type": "fact-checking-retrieval", "name": "Fact Checking Retrieval", }, ], "modality": "nlp", "color": "indigo", "hideInModels": true, }, "time-series-forecasting": { "name": "Time Series Forecasting", "modality": "tabular", "subtasks": [ { "type": "univariate-time-series-forecasting", "name": "Univariate Time Series Forecasting", }, { "type": "multivariate-time-series-forecasting", "name": "Multivariate Time Series Forecasting", }, ], "color": "blue", "hideInModels": true, }, "text-to-video": { "name": "Text-to-Video", "modality": "multimodal", "color": "green", }, "visual-question-answering": { "name": "Visual Question Answering", "subtasks": [ { "type": "visual-question-answering", "name": "Visual Question Answering", }, ], "modality": "multimodal", "color": "red", }, "document-question-answering": { "name": "Document Question Answering", "subtasks": [ { "type": "document-question-answering", "name": "Document Question Answering", }, ], "modality": "multimodal", "color": "blue", "hideInDatasets": true, }, "zero-shot-image-classification": { "name": "Zero-Shot Image Classification", "modality": "cv", "color": "yellow", }, "graph-ml": { "name": "Graph Machine Learning", "modality": "multimodal", "color": "green", }, "other": { "name": "Other", "modality": "other", "color": "blue", "hideInModels": true, "hideInDatasets": true, }, } { "text-classification": { "name": "Text Classification", "subtasks": [ { "type": "acceptability-classification", "name": "Acceptability Classification", }, { "type": "entity-linking-classification", "name": "Entity Linking Classification", }, { "type": "fact-checking", "name": "Fact Checking", }, { "type": "intent-classification", "name": "Intent Classification", }, { "type": "language-identification", "name": "Language Identification", }, { "type": "multi-class-classification", "name": "Multi Class Classification", }, { "type": "multi-label-classification", "name": "Multi Label Classification", }, { "type": "multi-input-text-classification", "name": "Multi-input Text Classification", }, { "type": "natural-language-inference", "name": "Natural Language Inference", }, { "type": "semantic-similarity-classification", "name": "Semantic Similarity Classification", }, { "type": "sentiment-classification", "name": "Sentiment Classification", }, { "type": "topic-classification", "name": "Topic Classification", }, { "type": "semantic-similarity-scoring", "name": "Semantic Similarity Scoring", }, { "type": "sentiment-scoring", "name": "Sentiment Scoring", }, { "type": "sentiment-analysis", "name": "Sentiment Analysis", }, { "type": "hate-speech-detection", "name": "Hate Speech Detection", }, { "type": "text-scoring", "name": "Text Scoring", }, ], "modality": "nlp", "color": "orange", }, "token-classification": { "name": "Token Classification", "subtasks": [ { "type": "named-entity-recognition", "name": "Named Entity Recognition", }, { "type": "part-of-speech", "name": "Part of Speech", }, { "type": "parsing", "name": "Parsing", }, { "type": "lemmatization", "name": "Lemmatization", }, { "type": "word-sense-disambiguation", "name": "Word Sense Disambiguation", }, { "type": "coreference-resolution", "name": "Coreference-resolution", }, ], "modality": "nlp", "color": "blue", }, "table-question-answering": { "name": "Table Question Answering", "modality": "nlp", "color": "green", }, "question-answering": { "name": "Question Answering", "subtasks": [ { "type": "extractive-qa", "name": "Extractive QA", }, { "type": "open-domain-qa", "name": "Open Domain QA", }, { "type": "closed-domain-qa", "name": "Closed Domain QA", }, ], "modality": "nlp", "color": "blue", }, "zero-shot-classification": { "name": "Zero-Shot Classification", "modality": "nlp", "color": "yellow", }, "translation": { "name": "Translation", "modality": "nlp", "color": "green", }, "summarization": { "name": "Summarization", "subtasks": [ { "type": "news-articles-summarization", "name": "News Articles Summarization", }, { "type": "news-articles-headline-generation", "name": "News Articles Headline Generation", }, ], "modality": "nlp", "color": "indigo", }, "conversational": { "name": "Conversational", "subtasks": [ { "type": "dialogue-generation", "name": "Dialogue Generation", }, ], "modality": "nlp", "color": "green", }, "feature-extraction": { "name": "Feature Extraction", "modality": "multimodal", "color": "red", }, "text-generation": { "name": "Text Generation", "subtasks": [ { "type": "dialogue-modeling", "name": "Dialogue Modeling", }, { "type": "language-modeling", "name": "Language Modeling", }, ], "modality": "nlp", "color": "indigo", }, "text2text-generation": { 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