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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 |
|---|---|---|---|---|
| Language-conditioned visual reasoning | 2 | 1 | Mar 26, 2026 | |
| Disease status prediction | 2 | 3 | Jul 3, 2026 | |
| AD diagnosis | 2 | 4 | Mar 4, 2026 | |
| Sing Edit | 2 | 1 | Mar 26, 2026 | |
| Lab Prediction | 2 | 1 | Mar 26, 2026 | |
| Trace Captioning | 2 | 1 | Mar 26, 2026 | |
| Peptide function prediction | 2 | 1 | Feb 18, 2026 | |
| Open-book generation under knowledge conflict | 2 | 1 | Feb 19, 2026 | |
| open-set relation extraction | 2 |
| 1 |
| Feb 18, 2026 |
| LLM Hallucination Detection | 2 | 2 | Apr 8, 2026 |
|---|
| Document Policy Preservation (Explicit Query) | 2 | 1 | Feb 19, 2026 |
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| Text-to-SQL Error Correction | 2 | 1 | Feb 18, 2026 |
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| Document Policy Preservation (Implicit Query) | 2 | 1 | Feb 19, 2026 |
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| Image-to-Video Protection | 2 | 1 | Mar 26, 2026 |
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| Information Visual Question Answering | 2 | 24 | Jun 19, 2026 |
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| Antimicrobial Peptide Prediction | 2 | 1 | Feb 18, 2026 |
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| SOH forecasting | 2 | 1 | Mar 26, 2026 |
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| Evidence Grounding | 2 | 2 | Mar 18, 2026 |
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| Belief Prediction | 2 | 2 | May 22, 2026 |
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| Screen Reference Resolution | 2 | 1 | Feb 18, 2026 |
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| Binary factuality verification | 2 | 1 | Feb 19, 2026 |
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| Human-AI Agreement Assessment | 2 | 1 | Mar 26, 2026 |
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| Remeshing | 2 | 1 | Mar 26, 2026 |
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| Data Steal | 2 | 1 | Mar 26, 2026 |
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| 3D hand motion generation | 2 | 1 | Mar 26, 2026 |
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