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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 |
|---|---|---|---|---|
| Optic Disc/Cup Segmentation | 2 | 1 | Feb 18, 2026 | |
| Frame-level Video Anomaly Detection | 2 | 2 | Mar 17, 2026 | |
| Single-source sound localization | 2 | 3 | Apr 10, 2026 | |
| Event-based video frame reconstruction | 2 | 1 | Feb 24, 2026 | |
| Point correspondence | 2 | 1 | Feb 18, 2026 | |
| Biometry measurement | 2 | 1 | Feb 25, 2026 | |
| Target Counting | 2 | 1 | Feb 24, 2026 | |
| Semantic Keypoint Matching | 2 | 2 | Feb 19, 2026 | |
| TAD | 2 | 1 | Feb 18, 2026 | |
| MR |
|---|
| 2 |
| 1 |
| Feb 18, 2026 |
| Few-shot Visual Question Answering | 2 | 1 | Mar 4, 2026 |
|---|
| Mask-based Concept Annotation | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-frame Video Frame Interpolation | 2 | 1 | Feb 18, 2026 |
|---|
| Cross-view Object Correspondence | 2 | 2 | Apr 9, 2026 |
|---|
| Unsupervised Face Segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Traditional Tampering Localization | 2 | 1 | Feb 24, 2026 |
|---|
| Medical Image Sequence Regression | 2 | 1 | Feb 18, 2026 |
|---|
| Camera-based Watermarking | 2 | 1 | Feb 24, 2026 |
|---|
| Inter-subject Image Registration | 2 | 1 | Feb 18, 2026 |
|---|
| Whole-Body Human Mesh Recovery | 2 | 3 | May 12, 2026 |
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| Surface Tracking | 2 | 1 | Feb 18, 2026 |
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| 3D Reconstruction Rendering | 2 | 2 | Feb 18, 2026 |
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| Tamper Detection | 2 | 2 | Apr 28, 2026 |
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| AU intensity estimation | 2 | 1 | Feb 18, 2026 |
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| Retinal Image Fusion | 2 | 1 | Feb 18, 2026 |
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