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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 |
|---|---|---|---|---|
| Vehicle Action Understanding | 2 | 1 | Mar 16, 2026 | |
| Modeling Partial Differential Equations | 2 | 1 | Mar 16, 2026 | |
| standard QA | 2 | 1 | Mar 16, 2026 | |
| STEM Knowledge and Reasoning | 2 | 2 | Jun 2, 2026 | |
| Rotation Symmetry Detection | 2 | 2 | Feb 18, 2026 | |
| Edema Classification | 2 | 2 | Mar 31, 2026 | |
| Speech Naturalness Evaluation | 2 | 2 | Jun 9, 2026 | |
| Fluid Topology Prediction | 2 | 1 | Mar 16, 2026 | |
| Image Quality Estimation | 2 | 2 | Feb 18, 2026 | |
| Tumor Grade Classification |
|---|
| 2 |
| 2 |
| Jun 19, 2026 |
| Multi-frame video prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Whataboutism Detection | 2 | 1 | Feb 18, 2026 |
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| Circuit property regression | 2 | 1 | Mar 16, 2026 |
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| Lexical Substitution | 2 | 1 | Feb 18, 2026 |
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| Situated 3D Question Answering | 2 | 5 | Mar 31, 2026 |
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| Color Intervention | 2 | 1 | Mar 13, 2026 |
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| General Language Intelligence | 2 | 2 | Apr 30, 2026 |
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| Financial Language Understanding | 2 | 2 | Mar 20, 2026 |
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| Cross-modal Retrieval (Audio to Video) | 2 | 1 | Feb 18, 2026 |
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| Camera Trajectory Generation | 2 | 2 | Apr 6, 2026 |
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| Node-pair distance prediction | 2 | 1 | Mar 16, 2026 |
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| GUI Agent Planning and Execution | 2 | 3 | Apr 16, 2026 |
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| Grasp Box | 2 | 2 | Apr 30, 2026 |
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| Photometric Stereo | 2 | 2 | Feb 18, 2026 |
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| Long-CoT Reasoning | 2 | 1 | Mar 13, 2026 |
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