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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 |
|---|---|---|---|---|
| Information Exchange | 4 | 2 | Apr 27, 2026 | |
| Speech-driven 3D Facial Animation | 4 | 4 | Apr 21, 2026 | |
| Garment Matching | 4 | 1 | Feb 27, 2026 | |
| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 | |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 | |
| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 | |
| Cartoonization | 4 | 1 | Feb 18, 2026 | |
| Article Generation | 4 | 3 | May 19, 2026 | |
| Layout Refinement |
| 4 |
| 2 |
| Feb 18, 2026 |
| Action spotting | 4 | 7 | Feb 18, 2026 |
|---|
| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
|---|
| Risky Sample Transferability | 4 | 1 | Feb 21, 2026 |
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| Nusselt number prediction | 4 | 2 | May 8, 2026 |
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| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 |
|---|
| Biophysical variable prediction | 4 | 1 | Feb 21, 2026 |
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| Underwater 3D Scene Reconstruction | 4 | 1 | Apr 1, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| 3D Character Generation | 4 | 3 | Feb 20, 2026 |
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| Remote Sensing Image Generation | 4 | 2 | May 15, 2026 |
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| Multi-task performance evaluation | 4 | 4 | Jul 7, 2026 |
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| Risky sample generation | 4 | 1 | Feb 21, 2026 |
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| Damage Detection | 4 | 2 | Mar 31, 2026 |
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| White Matter Tract Segmentation | 4 | 2 | Feb 20, 2026 |
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| Overlap Handling Evaluation | 4 | 1 | Mar 30, 2026 |
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| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 |
|---|