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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 |
|---|---|---|---|---|
| Multi-task Learning (40 tasks) | 1 | 1 | Feb 18, 2026 | |
| Sign Language Representation Analysis | 1 | 1 | Feb 18, 2026 | |
| Motion-aware customized video generation | 1 | 1 | Feb 18, 2026 | |
| Multi-Target Unsupervised Domain Adaptation | 1 | 2 | Feb 18, 2026 | |
| Semantic Role Prediction | 1 | 2 | Feb 18, 2026 | |
| Subject Motion Control | 1 | 1 | Feb 18, 2026 | |
| Video clip retrieval | 1 | 1 | Feb 27, 2026 | |
| Textured single view reconstruction | 1 | 1 | Feb 18, 2026 | |
| Latent-space disentanglement and controllability |
|---|
| 1 |
| 1 |
| Feb 27, 2026 |
| Vascular Path Planning | 1 | 1 | Feb 25, 2026 |
|---|
| Patch Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Video Physical Commonsense Evaluation | 1 | 1 | Feb 25, 2026 |
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| Video Frame Classification | 1 | 1 | Feb 18, 2026 |
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| single-shot video captioning | 1 | 1 | Feb 18, 2026 |
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| Joint Multi-Task Learning | 1 | 1 | Feb 18, 2026 |
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| Infographic Understanding | 1 | 1 | Feb 18, 2026 |
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| Professional Math Reasoning | 1 | 1 | Feb 18, 2026 |
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| Image Detail Description | 1 | 1 | Feb 18, 2026 |
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| Internet Content Understanding | 1 | 1 | Feb 18, 2026 |
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| Comprehensive Multi-image | 1 | 1 | Feb 18, 2026 |
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| Attribution Map Faithfulness | 1 | 1 | Feb 18, 2026 |
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| Multi-image in the Wild | 1 | 1 | Feb 18, 2026 |
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| Unusual Visual Scenarios | 1 | 1 | Feb 18, 2026 |
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| Geometric Segmentation | 1 | 2 | Feb 18, 2026 |
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| OCR Webpage Document | 1 | 1 | Feb 18, 2026 |
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