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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 |
|---|---|---|---|---|
| Inverse Dynamics Modeling | 4 | 2 | Mar 6, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 | |
| Single-image positioning | 4 | 1 | Feb 18, 2026 | |
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 | |
| Color Image Recovery | 4 | 1 | Mar 4, 2026 | |
| Text-image alignment | 4 | 4 | May 8, 2026 | |
| Disease Detection | 4 | 3 | Jun 9, 2026 | |
| 3D Human-Object Interaction reconstruction |
| 4 |
| 2 |
| Apr 23, 2026 |
| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
|---|
| Vehicle Retrieval | 4 | 5 | Feb 18, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
|---|
| Category-level retrieval | 4 | 3 | May 12, 2026 |
|---|
| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
|---|
| Depth-aware Video Panoptic Segmentation | 4 | 3 | Feb 18, 2026 |
|---|
| Face Retouching | 4 | 1 | Mar 4, 2026 |
|---|
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
|---|
| Video Person Re-ID | 4 | 8 | Feb 22, 2026 |
|---|
| Perception Restoration | 4 | 1 | Feb 18, 2026 |
|---|
| Grounding Description | 4 | 2 | Jun 11, 2026 |
|---|
| Temporal Action Proposal | 4 | 16 | Feb 27, 2026 |
|---|
| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
|---|
| Object size area estimation | 4 | 1 | Mar 4, 2026 |
|---|
| Dense Out-of-Distribution Detection | 4 | 1 | Feb 18, 2026 |
|---|
| Aesthetic Assessment | 4 | 11 | May 20, 2026 |
|---|