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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 |
|---|---|---|---|---|
| Highlight Removal | 8 | 3 | Mar 4, 2026 | |
| Skin Disease Classification | 8 | 4 | Feb 21, 2026 | |
| Joint parameter estimation | 8 | 3 | Jun 2, 2026 | |
| 5-way 1-shot Image Classification | 8 | 3 | Feb 21, 2026 | |
| LiDAR relocalization | 8 | 2 | Apr 14, 2026 | |
| Contextual Bandit Simulation | 8 | 1 | Feb 21, 2026 | |
| Long Text Generation | 8 | 3 | May 13, 2026 | |
| Video Object Discovery | 8 | 4 | Jun 16, 2026 | |
| Multi-Aspect Controllable Text Generation | 8 | 1 | Feb 18, 2026 | |
| Multi-intent detection |
|---|
| 8 |
| 1 |
| Apr 1, 2026 |
| Survival group classification | 8 | 1 | Feb 21, 2026 |
|---|
| Binary known/unknown decision | 8 | 1 | Feb 18, 2026 |
|---|
| Grounded Conversation Generation | 8 | 5 | Feb 20, 2026 |
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| Expert Realism Classification | 8 | 1 | Mar 31, 2026 |
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| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 |
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| Labelling Accuracy | 8 | 1 | Mar 31, 2026 |
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| Text Ranking | 8 | 2 | Jul 2, 2026 |
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| Code classification | 8 | 4 | Jun 2, 2026 |
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| Global Synthesis Detection | 8 | 1 | Feb 19, 2026 |
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| Crystal Property Prediction | 8 | 7 | Jun 23, 2026 |
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| Image Customization | 8 | 2 | Jul 1, 2026 |
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| Static Grasp Evaluation | 8 | 1 | Feb 18, 2026 |
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| Respiratory Classification | 8 | 1 | Feb 21, 2026 |
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| Online Video Understanding | 8 | 9 | Apr 28, 2026 |
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| Posterior Predictive Inference | 8 | 2 | Jun 19, 2026 |
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