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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 |
|---|---|---|---|---|
| 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 | |
| Object Boundary Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Edge-to-image translation | 1 | 1 | Feb 18, 2026 |
|---|
| Referring Captioning | 1 | 1 | Feb 27, 2026 |
|---|
| Depth-aware Multimodal Question Answering | 1 | 1 | Mar 9, 2026 |
|---|
| 4D Panoptic LiDAR Segmentation | 1 | 2 | Feb 20, 2026 |
|---|
| Segmentation-to-image translation | 1 | 1 | Feb 18, 2026 |
|---|
| Keypoint Propagation | 1 | 1 | Feb 18, 2026 |
|---|
| 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 |
|---|
| 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 |
|---|