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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 |
|---|---|---|---|---|
| Likelihood Estimation | 13 | 9 | Jun 4, 2026 | |
| Image-to-Audio Retrieval | 13 | 7 | May 19, 2026 | |
| Visual Question Localization and Answering | 13 | 1 | Feb 18, 2026 | |
| Road Segmentation | 13 | 16 | Jun 1, 2026 | |
| Driver Action Recognition | 13 | 4 | Apr 8, 2026 | |
| 6D Object Pose Tracking | 13 | 5 | Apr 14, 2026 | |
| Layout Generation | 13 | 9 | Jun 5, 2026 | |
| Open-Set Object Detection | 13 | 3 | Apr 14, 2026 | |
| PSF Estimation | 13 | 2 | Feb 21, 2026 |
| Visual Recognition | 13 | 5 | Jun 30, 2026 |
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| Material Decomposition | 13 | 4 | Jun 30, 2026 |
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| 3-class segmentation | 13 | 1 | Feb 22, 2026 |
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| HSI Super-Resolution | 13 | 2 | Apr 21, 2026 |
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| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
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| Cancer Detection | 13 | 4 | Apr 29, 2026 |
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| 5-way 1-shot Classification | 13 | 20 | Jun 24, 2026 |
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| 3D Object Captioning | 13 | 14 | Jul 8, 2026 |
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| Sign Language Production | 13 | 8 | Jun 23, 2026 |
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| All-in-one Image Restoration | 13 | 17 | May 19, 2026 |
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| Sequential Image Classification | 13 | 27 | May 14, 2026 |
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| LiDAR-Camera Calibration | 13 | 6 | Jun 19, 2026 |
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| Downstream Task Evaluation | 13 | 14 | Jul 7, 2026 |
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| Explanation Faithfulness | 12 | 6 | Apr 1, 2026 |
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| Dynamic Facial Expression Recognition | 12 | 11 | Jul 1, 2026 |
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| Neural response prediction | 12 | 2 | Feb 20, 2026 |
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