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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 |
|---|---|---|---|---|
| Long Text Generation | 8 | 3 | May 13, 2026 | |
| Crystal Property Prediction | 8 | 7 | Jun 23, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| ASR | 8 | 4 | Jun 9, 2026 | |
| Survival group classification | 8 | 1 | Feb 21, 2026 | |
| Binary known/unknown decision | 8 | 1 | Feb 18, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| Image Customization | 8 | 2 | Jul 1, 2026 | |
| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 | |
| 8 |
| 1 |
| Feb 18, 2026 |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
|---|
| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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| CT Denoising | 8 | 8 | Apr 20, 2026 |
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| Multi-intent detection | 8 | 1 | Apr 1, 2026 |
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| Respiratory Classification | 8 | 1 | Feb 21, 2026 |
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| Code classification | 8 | 4 | Jun 2, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Feedback Evaluation | 8 | 3 | Mar 13, 2026 |
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| Face Inpainting | 8 | 4 | May 19, 2026 |
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| Sentence Ranking | 8 | 3 | Feb 18, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Session-based next-item recommendation | 8 | 1 | Mar 31, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Crowd behavior generation | 8 | 2 | Apr 6, 2026 |
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| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
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