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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 |
|---|---|---|---|---|
| Visual-goal motion planning | 22 | 1 | Apr 21, 2026 | |
| Adversarial Attack Transferability | 22 | 7 | Jul 8, 2026 | |
| Medical Segmentation | 22 | 5 | Jun 1, 2026 | |
| Disparity Estimation | 22 | 19 | May 19, 2026 | |
| Attribute Prediction | 22 | 19 | Jun 12, 2026 | |
| WSI-level classification | 22 | 3 | Feb 20, 2026 | |
| Image Forgery Detection | 22 | 15 | Jul 9, 2026 | |
| Geo-localization | 22 | 12 | Jul 7, 2026 | |
| Streaming Video Understanding |
| 22 |
| 33 |
| Jul 7, 2026 |
| Multi-image Understanding | 22 | 18 | Jun 23, 2026 |
|---|
| Interpretability Evaluation | 22 | 9 | May 6, 2026 |
|---|
| Camouflaged Object Segmentation | 22 | 10 | Jun 4, 2026 |
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| Multiple Rotation Averaging | 22 | 2 | Feb 19, 2026 |
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| Motion Transfer | 22 | 10 | Jul 9, 2026 |
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| Human Image Animation | 22 | 15 | Jun 30, 2026 |
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| Unsupervised Video Object Segmentation | 22 | 25 | May 29, 2026 |
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| Remote Sensing Visual Grounding | 22 | 6 | Jul 2, 2026 |
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| 4x super-resolution | 22 | 21 | Jun 30, 2026 |
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| Open-Vocabulary 3D Semantic Segmentation | 22 | 11 | Jun 30, 2026 |
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| Open-Ended Visual Question Answering | 22 | 21 | Jun 25, 2026 |
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| Monocular 3D Object Detection | 22 | 19 | Jun 30, 2026 |
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| Image fitting | 22 | 7 | Apr 29, 2026 |
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| Abstract Visual Reasoning | 21 | 12 | May 14, 2026 |
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| Watermark Robustness | 21 | 13 | Jul 7, 2026 |
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| Goal Conditioned Visual Navigation | 21 | 6 | Jun 12, 2026 |
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