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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 |
|---|---|---|---|---|
| Sample Generation | 25 | 5 | May 4, 2026 | |
| Pixel-level Forgery Localization | 25 | 7 | Jun 24, 2026 | |
| TransportBox | 25 | 1 | Mar 16, 2026 | |
| Multi-talker Automatic Speech Recognition | 25 | 7 | Jul 8, 2026 | |
| Expected Calibration Error | 25 | 3 | Jun 11, 2026 | |
| Temporal Video Grounding | 25 | 38 | Jul 7, 2026 | |
| Semantic Role Labeling | 25 | 17 | Apr 28, 2026 | |
| Negotiation | 25 | 9 | Jul 8, 2026 | |
| Medical Image Synthesis | 25 | 15 | Jun 2, 2026 | |
| Retrieval-Augmented Question Answering |
|---|
| 25 |
| 10 |
| Jun 16, 2026 |
| Embodied Navigation | 25 | 16 | Jul 2, 2026 |
|---|
| Scaling Law Fitting | 25 | 4 | Jun 8, 2026 |
|---|
| Quantile Regression | 25 | 7 | Jun 4, 2026 |
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| Constrained Clustering | 25 | 2 | Mar 31, 2026 |
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| Event Argument Extraction | 25 | 18 | Jun 26, 2026 |
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| Multi-view Stereo | 25 | 33 | Jun 23, 2026 |
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| Orienteering Problem | 25 | 14 | Jul 7, 2026 |
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| Embodied Task Planning | 25 | 13 | Jul 1, 2026 |
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| Skeleton Action Recognition | 25 | 14 | Apr 13, 2026 |
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| Point Cloud Upsampling | 25 | 11 | Feb 27, 2026 |
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| Clinical trial outcome prediction | 25 | 7 | Jun 24, 2026 |
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| Robot Control | 25 | 14 | Jul 8, 2026 |
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| Future state prediction | 25 | 10 | May 22, 2026 |
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| Infrared and Visible Image Fusion | 25 | 12 | May 14, 2026 |
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| open drawer | 25 | 28 | Jul 3, 2026 |
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