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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 |
|---|---|---|---|---|
| Concept Classification | 3 | 2 | Mar 24, 2026 | |
| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 | |
| Geolocation Inference | 3 | 1 | Mar 4, 2026 | |
| 3D facial animation generation | 3 | 3 | Jun 30, 2026 | |
| Video Trajectory Editing | 3 | 1 | Mar 4, 2026 | |
| OCR Evaluation | 3 | 41 | Jun 2, 2026 | |
| defocus-to-focus SEM restoration | 3 | 1 | Apr 8, 2026 | |
| Region-level Classification | 3 | 2 | Apr 14, 2026 | |
| Non-rigid image editing |
| 3 |
| 2 |
| Feb 20, 2026 |
| Unconditional Layout Generation | 3 | 3 | Mar 4, 2026 |
|---|
| 2D gaze estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Document Visual Information Extraction (Document VQA format) | 3 | 1 | Feb 18, 2026 |
|---|
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 |
|---|
| Relationship Phrase Detection | 3 | 4 | Feb 27, 2026 |
|---|
| Trajectory-guided video generation | 3 | 2 | Feb 20, 2026 |
|---|
| Ring detection | 3 | 1 | Feb 18, 2026 |
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| Action State Tracking | 3 | 2 | Feb 18, 2026 |
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| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| 2D vehicle detection | 3 | 2 | Feb 18, 2026 |
|---|
| Part Semantic Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
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| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
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| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
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| Image Retrieval and Clustering | 3 | 1 | Feb 18, 2026 |
|---|