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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 |
|---|---|---|---|---|
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 | |
| Video Harmonization | 4 | 4 | May 28, 2026 | |
| Image Demoiréing | 4 | 6 | Jul 9, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Unsupervised Foreground Extraction | 4 | 1 | Feb 18, 2026 | |
| UI understanding |
| 4 |
| 2 |
| Feb 18, 2026 |
| Single-image positioning | 4 | 1 | Feb 18, 2026 |
|---|
| Joint Human-Object Tracking | 4 | 1 | Feb 18, 2026 |
|---|
| Future keypoint extrapolation | 4 | 1 | Feb 18, 2026 |
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| Activity Segmentation | 4 | 1 | Feb 18, 2026 |
|---|
| Present keypoint interpolation | 4 | 1 | Feb 18, 2026 |
|---|
| Past keypoint extrapolation | 4 | 1 | Feb 18, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
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| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
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| Task recognition | 4 | 4 | Mar 12, 2026 |
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| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
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| Action spotting | 4 | 7 | Feb 18, 2026 |
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| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
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| Object size area estimation | 4 | 1 | Mar 4, 2026 |
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| Top-view semantic segmentation | 4 | 1 | Feb 18, 2026 |
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| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
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| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
|---|