| EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding | Jun 13, 2024 | Action ClassificationAction Localization | CodeCode Available | 1 |
| Paxion: Patching Action Knowledge in Video-Language Foundation Models | May 18, 2023 | Action UnderstandingDiagnostic | CodeCode Available | 1 |
| Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos | Mar 26, 2022 | Action SegmentationAction Understanding | CodeCode Available | 1 |
| Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports | Jan 3, 2024 | Action Understandingcounterfactual | CodeCode Available | 1 |
| Towards Tokenized Human Dynamics Representation | Nov 22, 2021 | Action SegmentationAction Understanding | CodeCode Available | 1 |
| F^3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos | Apr 11, 2025 | Action UnderstandingEvent Detection | CodeCode Available | 1 |
| CathAction: A Benchmark for Endovascular Intervention Understanding | Aug 23, 2024 | Action Understanding | —Unverified | 0 |
| FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding | Apr 14, 2020 | Action RecognitionAction Understanding | —Unverified | 0 |
| Can Humans Fly? Action Understanding With Multiple Classes of Actors | Jun 1, 2015 | Action RecognitionAction Understanding | —Unverified | 0 |
| Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition | Nov 28, 2023 | Action ClassificationAction Recognition | —Unverified | 0 |
