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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 |
|---|---|---|---|---|
| Image Retrieval (Ranking) | 1 | 1 | Feb 18, 2026 | |
| Foreground Estimation | 1 | 1 | Feb 18, 2026 | |
| Image Uncropping | 1 | 1 | Feb 18, 2026 | |
| Entity Grounding | 1 | 1 | Feb 18, 2026 | |
| Industrial Image Anomaly Detection | 1 | 2 | Feb 18, 2026 | |
| Continual Model Refinement for Extractive Question Answering | 1 | 1 | Feb 18, 2026 | |
| Multi-object 3D grounding | 1 | 1 | Feb 18, 2026 | |
| Referring Expressions | 1 | 1 | Feb 18, 2026 | |
| Dense Action Anticipation |
| 1 |
| 1 |
| Feb 18, 2026 |
| 2D Keypoint Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human Pose Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Super-Resolution (SR ×4) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Retrieval (Localization) | 1 | 1 | Feb 18, 2026 |
|---|
| Short-term motion prediction | 1 | 2 | Feb 22, 2026 |
|---|
| Instrument Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Atomic Action Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Number Counting | 1 | 1 | Feb 18, 2026 |
|---|
| Instrument Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Instrument Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Instrument Presence Recognition | 1 | 2 | Mar 24, 2026 |
|---|
| 3D Keypoints Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Automatic Part Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Seeded Part Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Audiovisual Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Facial Avatar Rendering | 1 | 1 | Feb 18, 2026 |
|---|