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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 Role Labeling | 25 | 17 | Apr 28, 2026 | |
| Pixel-level Forgery Localization | 25 | 7 | Jun 24, 2026 | |
| Runtime Evaluation | 25 | 3 | Mar 11, 2026 | |
| Point Cloud Upsampling | 25 | 11 | Feb 27, 2026 | |
| Zero-shot Coordination | 25 | 7 | Jun 17, 2026 | |
| TransportBox | 25 | 1 | Mar 16, 2026 | |
| Text Embedding | 25 | 29 | Jul 7, 2026 | |
| Region Captioning | 25 | 19 | Jun 19, 2026 | |
| Harmfulness Evaluation | 25 | 11 | Jun 16, 2026 | |
| 25 |
| 10 |
| Jun 4, 2026 |
| Multi-talker Automatic Speech Recognition | 25 | 7 | Jul 8, 2026 |
|---|
| Medical Image Generation | 25 | 7 | Jun 1, 2026 |
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| Expected Calibration Error | 25 | 3 | Jun 11, 2026 |
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| Temporal Video Grounding | 25 | 38 | Jul 7, 2026 |
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| Embodied Navigation | 25 | 16 | Jul 2, 2026 |
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| Reflection Removal | 25 | 9 | Jul 3, 2026 |
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| Hierarchical Clustering | 25 | 4 | Feb 21, 2026 |
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| Tabular Synthetic Data Generation | 24 | 9 | Jul 1, 2026 |
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| CVR prediction | 24 | 12 | Jun 30, 2026 |
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| Organ Segmentation | 24 | 15 | Jun 16, 2026 |
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| Document-level Relation Extraction | 24 | 25 | Apr 10, 2026 |
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| Weakly Supervised Object Localization | 24 | 25 | Jul 1, 2026 |
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| Handwriting Recognition | 24 | 17 | Jun 9, 2026 |
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| 3D Tracking | 24 | 13 | May 14, 2026 |
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| Geometry Reconstruction | 24 | 19 | Jul 1, 2026 |
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