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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 | |
| Natural Language Video Localization | 3 | 7 | Feb 20, 2026 | |
| Web Task Execution | 3 | 3 | Jun 23, 2026 | |
| Three-class classification | 3 | 3 | May 12, 2026 | |
| Causal Spatial Reasoning | 3 | 1 | Feb 20, 2026 | |
| Semi-supervised 5-way classification | 3 | 1 | Feb 18, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 |
| 1 |
| Mar 27, 2026 |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 |
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| Literature Retrieval | 3 | 2 | May 15, 2026 |
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| Vision-centric Evaluation | 3 | 5 | Jun 18, 2026 |
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| Chemical Reaction Prediction | 3 | 4 | May 12, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
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| Medical Text Classification | 3 | 4 | Apr 28, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Concept interpretability | 3 | 2 | Mar 11, 2026 |
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| 3D Object Annotation Quality Assessment | 3 | 1 | Feb 20, 2026 |
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| Movie Audio Description generation | 3 | 3 | Feb 18, 2026 |
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| OCR-related understanding | 3 | 6 | May 29, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Chinese-language ability | 3 | 1 | Feb 18, 2026 |
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| Unsupervised Video Class-Incremental Learning | 3 | 1 | Feb 19, 2026 |
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