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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 |
|---|---|---|---|---|
| Human Motion Capture | 11 | 5 | Apr 6, 2026 | |
| Visual Language Model IP Protection | 11 | 1 | Feb 18, 2026 | |
| Ultrasound Image Classification | 11 | 2 | Apr 3, 2026 | |
| Multiple-choice Video Question Answering | 11 | 15 | May 14, 2026 | |
| Human Motion Generation | 11 | 11 | Jun 26, 2026 | |
| RGB saliency detection | 11 | 8 | Jul 8, 2026 | |
| Arbitrary-scale Super-Resolution | 11 | 3 | Jun 30, 2026 | |
| Scene Graph to Image Generation | 11 | 2 | Feb 18, 2026 | |
| Single-object discovery |
| 11 |
| 5 |
| May 13, 2026 |
| Optic Cup and Disc Segmentation | 11 | 3 | Mar 27, 2026 |
|---|
| Concept alignment | 11 | 4 | Mar 20, 2026 |
|---|
| Domain Adaptation Classification | 11 | 10 | Feb 22, 2026 |
|---|
| Affine-invariant depth estimation | 11 | 4 | Jun 30, 2026 |
|---|
| Video Action Classification | 11 | 23 | May 12, 2026 |
|---|
| Near-OOD Detection | 11 | 4 | May 13, 2026 |
|---|
| Remote Sensing Visual Question Answering | 11 | 8 | May 29, 2026 |
|---|
| Corner Detection | 11 | 4 | May 15, 2026 |
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| Fine-grained Action Recognition | 11 | 3 | Feb 20, 2026 |
|---|
| Pointing | 11 | 7 | Jun 12, 2026 |
|---|
| Jigsaw puzzle solving | 11 | 5 | May 25, 2026 |
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| Relocalization | 11 | 5 | Jun 23, 2026 |
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| Egocentric Video Understanding | 11 | 13 | Jun 26, 2026 |
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| Tracking Accuracy | 11 | 5 | Jun 1, 2026 |
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| Light Field Super-Resolution | 11 | 4 | Jul 2, 2026 |
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| Change Captioning | 11 | 8 | May 7, 2026 |
|---|