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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 |
|---|---|---|---|---|
| Semantic Localization | 7 | 4 | May 22, 2026 | |
| Open-set classification | 7 | 2 | Jun 26, 2026 | |
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 | |
| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 | |
| Quantitative Phase Imaging | 7 | 2 | Mar 24, 2026 | |
| Multi-agent trajectory forecasting | 7 | 2 | May 22, 2026 | |
| Semantic Part Segmentation | 7 | 7 | Feb 18, 2026 | |
| Traffic Detection | 7 | 2 | Jul 9, 2026 | |
| Nuclear Instance Segmentation | 7 | 7 |
| May 29, 2026 |
| Video Text Spotting | 7 | 2 | Jun 8, 2026 |
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| Long-document Visual Question Answering | 7 | 2 | May 14, 2026 |
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| HR estimation | 7 | 4 | Jun 11, 2026 |
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| Visual Quality Evaluation | 7 | 6 | May 11, 2026 |
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| Attribution Quality Evaluation | 7 | 3 | Apr 27, 2026 |
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| Abnormality Classification | 7 | 5 | Jun 29, 2026 |
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| Novel category discovery | 7 | 2 | Feb 18, 2026 |
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| Category-level Pose Estimation | 7 | 2 | Jun 30, 2026 |
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| Document Transcription | 7 | 1 | Feb 19, 2026 |
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| Image2Code | 7 | 1 | Feb 19, 2026 |
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| Adversarial Transfer Attack | 7 | 3 | Jun 30, 2026 |
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| Video Depth Completion (Temporal Consistency) | 7 | 1 | Feb 22, 2026 |
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| Visual Information Extraction | 7 | 2 | Feb 18, 2026 |
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| Explanation Accuracy | 7 | 2 | May 15, 2026 |
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| 4D occupancy forecasting | 7 | 9 | Jun 29, 2026 |
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| Human Keypoint Detection | 7 | 8 | Feb 22, 2026 |
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