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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 |
|---|---|---|---|---|
| Fine-grained Action Recognition | 11 | 3 | Feb 20, 2026 | |
| Perspective-n-Point (PnP) | 11 | 2 | May 8, 2026 | |
| Single-object discovery | 11 | 5 | May 13, 2026 | |
| Respiratory Rate Estimation | 11 | 5 | Jun 23, 2026 | |
| Unsupervised image segmentation | 11 | 7 | Feb 18, 2026 | |
| Cross-modal Geo-localization | 11 | 4 | Jun 23, 2026 | |
| Zero-shot Action Recognition | 11 | 7 | Feb 22, 2026 | |
| Background Subtraction | 11 | 2 | Feb 22, 2026 | |
| 2D Semantic Segmentation | 11 |
| 8 |
| Mar 10, 2026 |
| Unsupervised Object Discovery | 11 | 10 | May 19, 2026 |
|---|
| Vehicle Counting | 11 | 8 | Apr 15, 2026 |
|---|
| Arbitrary-scale Super-Resolution | 11 | 3 | Jun 30, 2026 |
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| Tracking Accuracy | 11 | 5 | Jun 1, 2026 |
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| Concept alignment | 11 | 4 | Mar 20, 2026 |
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| Change Captioning | 11 | 8 | May 7, 2026 |
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| Road Extraction | 11 | 10 | Apr 20, 2026 |
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| Class-agnostic Object Detection | 11 | 4 | Feb 27, 2026 |
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| Jigsaw puzzle solving | 11 | 5 | May 25, 2026 |
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| Near-OOD Detection | 11 | 4 | May 13, 2026 |
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| Affine-invariant depth estimation | 11 | 4 | Jun 30, 2026 |
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| Visual Language Model IP Protection | 11 | 1 | Feb 18, 2026 |
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| Egocentric Video Understanding | 11 | 13 | Jun 26, 2026 |
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| Facial Attribute Editing | 11 | 6 | May 26, 2026 |
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| Crop type classification | 11 | 3 | Apr 15, 2026 |
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| Pointing | 11 | 7 | Jun 12, 2026 |
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