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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 |
|---|---|---|---|---|
| Structured Vision-Language Concept Learning | 2 | 1 | Feb 18, 2026 | |
| 3D human shape and pose estimation | 2 | 4 | Feb 18, 2026 | |
| UV-map Illumination Quality Assessment | 2 | 1 | Feb 18, 2026 | |
| Full-video retrieval | 2 | 1 | Feb 27, 2026 | |
| Registration Quality Assessment | 2 | 1 | Feb 19, 2026 | |
| Continuous Image Editing | 2 | 2 | Jun 24, 2026 | |
| Optical satellite imagery reconstruction | 2 | 1 | Feb 19, 2026 | |
| Image Labeling | 2 | 1 | Feb 22, 2026 | |
| Layered Image Reconstruction |
| 2 |
| 2 |
| May 15, 2026 |
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 |
|---|
| Referring Industrial Anomaly Segmentation | 2 | 1 | Feb 19, 2026 |
|---|
| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 |
|---|
| Table Structure Detection | 2 | 1 | Feb 19, 2026 |
|---|
| 6-DoF Object Tracking | 2 | 2 | Jul 8, 2026 |
|---|
| Multi-concept Personalized Grounding | 2 | 1 | Feb 19, 2026 |
|---|
| Geometric diagram generation | 2 | 2 | Feb 20, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
|---|
| Motion Understanding and Temporal Reasoning | 2 | 1 | Feb 22, 2026 |
|---|
| Long-form video understanding and instruction following | 2 | 1 | Feb 22, 2026 |
|---|
| Illumination Correction | 2 | 1 | Feb 18, 2026 |
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| Fine-grained text-based image retrieval | 2 | 1 | Feb 18, 2026 |
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| Unconditional Image-to-Image Retrieval | 2 | 1 | Feb 27, 2026 |
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| Extrapolation Detection | 2 | 1 | Feb 22, 2026 |
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| Crack Restoration | 2 | 1 | Feb 22, 2026 |
|---|
| Image-based Audio-Visual Segmentation Quality Assessment | 2 | 1 | Feb 19, 2026 |
|---|