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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 |
|---|---|---|---|---|
| Incident Resolution | 4 | 1 | Feb 21, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Prompt Stealing | 4 | 1 | Feb 18, 2026 | |
| Facial Expression Editing | 4 | 3 | Mar 27, 2026 | |
| Document Rectification | 4 | 2 | Mar 5, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Visual Grounded Reasoning | 4 | 13 | Jun 24, 2026 | |
| Top-5 Disease Classification |
| 4 |
| 1 |
| Feb 18, 2026 |
| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
|---|
| Binary Real-vs-Synthetic Detection | 4 | 1 | Feb 18, 2026 |
|---|
| Probabilistic Calibration | 4 | 1 | Feb 18, 2026 |
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| Aspect-specific Sentiment Analysis | 4 | 1 | Feb 18, 2026 |
|---|
| Controlled Video Synthesis | 4 | 1 | Feb 18, 2026 |
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| Coreset Construction | 4 | 1 | Feb 18, 2026 |
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| 0D homogeneous reactor simulation | 4 | 1 | Apr 2, 2026 |
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| Human Reenactment | 4 | 1 | Feb 18, 2026 |
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| Instance Image-Goal Navigation | 4 | 6 | May 20, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Correspondence | 4 | 1 | Feb 18, 2026 |
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| Consistency Evaluation | 4 | 3 | May 19, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| Human motion recovery | 4 | 2 | Feb 27, 2026 |
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| Revision Generation | 4 | 2 | Feb 19, 2026 |
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