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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 |
|---|---|---|---|---|
| Vehicle Tracking | 5 | 3 | Feb 21, 2026 | |
| Secret recovery | 5 | 3 | Apr 7, 2026 | |
| Concealed Object Detection | 5 | 6 | Feb 18, 2026 | |
| Human judgment correlation | 5 | 2 | Feb 18, 2026 | |
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 | |
| Anomaly Localisation | 5 | 3 | Feb 27, 2026 | |
| Location Prediction | 5 | 3 | Jun 9, 2026 | |
| Degradation Estimation | 5 | 2 | Feb 21, 2026 | |
| Gleason Grading | 5 | 5 | May 7, 2026 |
| Multi-label Chest X-ray Classification | 5 | 5 | Jul 1, 2026 |
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| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
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| Visualization Generation | 5 | 2 | Apr 14, 2026 |
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| Visual Entity Recognition | 5 | 3 | Mar 27, 2026 |
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| Cooperative Perception | 5 | 3 | May 4, 2026 |
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| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
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| Compressed Video Quality Enhancement | 5 | 2 | Feb 18, 2026 |
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| Layout prediction | 5 | 2 | May 19, 2026 |
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| Expression Classification | 5 | 9 | Mar 9, 2026 |
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| 2D Face Alignment | 5 | 2 | Feb 18, 2026 |
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| Reading Order Detection | 5 | 2 | Feb 22, 2026 |
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| Low-light raw denoising | 5 | 2 | Feb 18, 2026 |
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| Piano Transcription | 5 | 4 | Jun 11, 2026 |
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| Instance Image-Goal Navigation | 4 | 6 | May 20, 2026 |
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| Human Reenactment | 4 | 1 | Feb 18, 2026 |
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| Permuted Sequential Image Classification | 4 | 8 | Feb 27, 2026 |
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