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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 |
|---|---|---|---|---|
| Visual Commonsense Reasoning (Q→A) | 4 | 3 | Jun 19, 2026 | |
| Imagination Board Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Single-agent Tracking | 4 | 1 | Feb 18, 2026 | |
| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 | |
| Instance Retrieval | 4 | 3 | Jul 7, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Promptable 3D semantic segmentation |
| 4 |
| 1 |
| Mar 4, 2026 |
| Video tasks | 4 | 2 | Feb 22, 2026 |
|---|
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 |
|---|
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|
| Multi-person 3D Human Pose Estimation | 4 | 13 | Apr 14, 2026 |
|---|
| Video Motion Editing | 4 | 3 | Jun 19, 2026 |
|---|
| Uncropping | 4 | 2 | Feb 18, 2026 |
|---|
| JPEG restoration | 4 | 5 | Jun 19, 2026 |
|---|
| Ego2exo Frame Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Concept Annotation | 4 | 2 | May 15, 2026 |
|---|
| Exo2ego Frame Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
|---|
| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
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| Video Scene Segmentation | 4 | 1 | Feb 18, 2026 |
|---|