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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 recommendation (Like) | 2 | 1 | Feb 20, 2026 | |
| Loop Closing | 2 | 1 | Mar 19, 2026 | |
| Random Inpainting (p=0.9) | 2 | 1 | Mar 19, 2026 | |
| S2EF (Structure to Energy and Forces) | 2 | 3 | Feb 18, 2026 | |
| Strand Reconstruction | 2 | 2 | Apr 7, 2026 | |
| Architecture Generation | 2 | 1 | Mar 19, 2026 | |
| Long View Prediction | 2 | 2 | Jun 26, 2026 | |
| Natural Language Tracking | 2 | 1 | Feb 18, 2026 | |
| Soft-robot inverse kinematics |
| 2 |
| 1 |
| Feb 18, 2026 |
| Simple QA | 2 | 2 | Feb 25, 2026 |
|---|
| Explanatory QA | 2 | 1 | Feb 20, 2026 |
|---|
| Favorite Prediction | 2 | 1 | Feb 20, 2026 |
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| Robot Picking | 2 | 1 | Mar 18, 2026 |
|---|
| Nearest Neighbor Retrieval | 2 | 2 | May 22, 2026 |
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| Interactive part segmentation | 2 | 1 | Mar 18, 2026 |
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| Vestibular Schwannoma Segmentation | 2 | 2 | Feb 18, 2026 |
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| Audio Watermark Decoding | 2 | 1 | Mar 18, 2026 |
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| Deformable Object Manipulation | 2 | 2 | Jul 3, 2026 |
|---|
| Theorem Search | 2 | 1 | Feb 20, 2026 |
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| Legal Sentencing Prediction | 2 | 1 | Feb 20, 2026 |
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| Open-domain multimodal component retrieval | 2 | 1 | Feb 20, 2026 |
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| Pointwise Ranking | 2 | 2 | Jun 12, 2026 |
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| Gaussian Deblur 9 | 2 | 1 | Mar 18, 2026 |
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| Gaussian Deblur 6 | 2 | 1 | Mar 18, 2026 |
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| Super Resolution 8x | 2 | 1 | Mar 18, 2026 |
|---|