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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 |
|---|---|---|---|---|
| Global-shape recognition | 1 | 1 | Feb 18, 2026 | |
| Visual Saliency Human Alignment | 1 | 1 | Feb 18, 2026 | |
| Polyp Frame Detection | 1 | 1 | Feb 18, 2026 | |
| Hit Detection | 1 | 1 | Feb 18, 2026 | |
| Multimodal Knowledge and Math | 1 | 3 | May 14, 2026 | |
| Layout-guided video generation | 1 | 1 | Feb 18, 2026 | |
| Critical View of Safety (CVS) Identification | 1 | 1 | Mar 9, 2026 | |
| 2D Classification | 1 | 1 | Feb 18, 2026 | |
| Dense Human Pose Estimation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Cardiac cine data reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Point Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Video-to-Video Person Re-identification | 1 | 3 | Feb 18, 2026 |
|---|
| Aircraft detection | 1 | 2 | May 18, 2026 |
|---|
| Location-Free Scene Graph Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Full-face Perceptual Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Lip-sync Perceptual Evaluation | 1 | 1 | Feb 18, 2026 |
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| Myocardial Scar Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Non-facial Gesture Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Nearest Neighbor Classification | 1 | 2 | Feb 18, 2026 |
|---|
| Video Action Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Upper Face Perceptual Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal Matching | 1 | 1 | Feb 18, 2026 |
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| Boundary Grounding | 1 | 1 | Feb 27, 2026 |
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| Boundary Captioning | 1 | 1 | Feb 27, 2026 |
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| Flowchart Image Interpretation | 1 | 1 | Feb 18, 2026 |
|---|