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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 |
|---|---|---|---|---|
| Category-level text-to-image retrieval | 2 | 1 | Feb 20, 2026 | |
| Bias quantification | 2 | 1 | Feb 20, 2026 | |
| Interactive part segmentation | 2 | 1 | Mar 18, 2026 | |
| Robot Picking | 2 | 1 | Mar 18, 2026 | |
| Document segmentation | 2 | 1 | Feb 20, 2026 | |
| Deformable Object Manipulation | 2 | 2 | Jul 3, 2026 | |
| Audio Watermark Decoding | 2 | 1 | Mar 18, 2026 | |
| Gaussian Deblur 6 | 2 | 1 | Mar 18, 2026 | |
| Super Resolution 12x |
| 2 |
| 1 |
| Mar 18, 2026 |
| Super Resolution 8x | 2 | 1 | Mar 18, 2026 |
|---|
| Inverse reconstruction | 2 | 1 | Mar 18, 2026 |
|---|
| Business Rule Modeling | 2 | 1 | Feb 20, 2026 |
|---|
| Object affordance anticipation | 2 | 2 | Feb 18, 2026 |
|---|
| Human Contact | 2 | 2 | Feb 18, 2026 |
|---|
| Gaussian Deblur 9 | 2 | 1 | Mar 18, 2026 |
|---|
| Knowledge-enhanced Text Generation | 2 | 1 | Mar 18, 2026 |
|---|
| One-shot adaptive testing | 2 | 1 | Feb 20, 2026 |
|---|
| Object Affordance | 2 | 2 | Feb 18, 2026 |
|---|
| Spatial Relation | 2 | 2 | May 20, 2026 |
|---|
| Systematic review search strategy generation | 2 | 1 | Feb 20, 2026 |
|---|
| Skin Temperature Regression | 2 | 1 | Feb 20, 2026 |
|---|
| Scene Sketch Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Sleep Classification | 2 | 2 | Mar 12, 2026 |
|---|
| Journal tier classification | 2 | 1 | Mar 18, 2026 |
|---|
| Anomalous Relationship Detection | 2 | 1 | Mar 18, 2026 |
|---|