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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 |
|---|---|---|---|---|
| Exo2ego Frame Retrieval | 4 | 1 | Feb 18, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 | |
| Encoder Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Instance Retrieval | 4 | 3 | Jul 7, 2026 | |
| 3D Human Motion Generation |
| 4 |
| 7 |
| Feb 20, 2026 |
| Unsupervised Domain Adaptation (Image Classification) | 4 | 1 | Feb 18, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| Defect localization | 4 | 3 | Apr 23, 2026 |
|---|
| 3D wireframe reconstruction | 4 | 3 | Apr 6, 2026 |
|---|
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
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| Part Detection | 4 | 1 | Feb 18, 2026 |
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| UI understanding | 4 | 2 | Feb 18, 2026 |
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| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
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| Concept Annotation | 4 | 2 | May 15, 2026 |
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| Unsupervised Foreground Extraction | 4 | 1 | Feb 18, 2026 |
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| Object Retrieval & Goal Navigation | 4 | 1 | Mar 4, 2026 |
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| Face Retouching | 4 | 1 | Mar 4, 2026 |
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| Future Semantic Segmentation | 4 | 3 | Feb 20, 2026 |
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| Monocular panoramic depth estimation | 4 | 2 | Feb 18, 2026 |
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| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
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| Past keypoint extrapolation | 4 | 1 | Feb 18, 2026 |
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