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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 |
|---|---|---|---|---|
| OCR Correction | 9 | 2 | Feb 18, 2026 | |
| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 | |
| Conditional Text Generation | 9 | 5 | May 4, 2026 | |
| Numerical Integration | 9 | 3 | Jun 5, 2026 | |
| Physical Simulation | 9 | 2 | Apr 29, 2026 | |
| Continuous Novel Category Discovery | 9 | 1 | Feb 18, 2026 | |
| Affordance Reasoning | 9 | 4 | Jun 5, 2026 | |
| Long-term Memory Question Answering | 9 | 8 | Jun 23, 2026 | |
| Image Representation | 9 | 6 |
| Jun 5, 2026 |
| Graph Question Answering | 9 | 6 | Jun 5, 2026 |
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| Behavior Classification | 9 | 6 | May 26, 2026 |
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| Citation prediction | 9 | 6 | May 7, 2026 |
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| Multiple-Choice Reasoning | 9 | 9 | Jun 4, 2026 |
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| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
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| Tumor classification | 9 | 6 | Jun 29, 2026 |
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| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Web Task Completion | 9 | 3 | Jun 2, 2026 |
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| Code Correctness Evaluation | 9 | 2 | May 28, 2026 |
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| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
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| domain-specific question answering | 9 | 3 | Apr 2, 2026 |
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| Human move prediction | 9 | 2 | May 20, 2026 |
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| Run | 9 | 5 | Jun 2, 2026 |
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| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 |
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| Subjective Evaluation | 9 | 4 | Apr 10, 2026 |
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| Category-level 6D Object Pose Estimation | 9 | 9 | Jun 23, 2026 |
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