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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 |
|---|---|---|---|---|
| Gene Expression CAGE Prediction | 2 | 1 | Mar 13, 2026 | |
| Clinical Structured Data Extraction | 2 | 1 | Mar 20, 2026 | |
| Automatic ontology evaluation | 2 | 1 | Mar 13, 2026 | |
| House Allocation | 2 | 1 | Feb 18, 2026 | |
| Multi-discipline Understanding | 2 | 4 | May 14, 2026 | |
| Makarov Lower Bound Estimation | 2 | 1 | Mar 13, 2026 | |
| Healthcare diagnostic prediction | 2 | 1 | Mar 13, 2026 | |
| Real-world QA | 2 | 11 | Jul 2, 2026 | |
| Makarov Upper Bound Estimation | 2 | 1 |
| Mar 13, 2026 |
| Makarov Bound Estimation | 2 | 1 | Mar 13, 2026 |
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| Policy Decision Making | 2 | 1 | Mar 13, 2026 |
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| Feature Importance Evaluation | 2 | 1 | Mar 13, 2026 |
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| Multi-Agent Locomotion | 2 | 1 | Mar 13, 2026 |
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| Human-Centric Referring Expression Comprehension (HC-REC) | 2 | 1 | Mar 13, 2026 |
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| Target identification | 2 | 2 | Feb 19, 2026 |
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| Geometry Completion | 2 | 1 | Feb 18, 2026 |
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| Grasp+Pull | 2 | 1 | Mar 13, 2026 |
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| Grasp+Open | 2 | 1 | Mar 13, 2026 |
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| Depression Diagnosis | 2 | 2 | Jun 25, 2026 |
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| Grasp+Grasp | 2 | 1 | Mar 13, 2026 |
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| Counter detection | 2 | 1 | Feb 18, 2026 |
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| Combined | 2 | 2 | Apr 15, 2026 |
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| Lab Result Prediction | 2 | 2 | Mar 26, 2026 |
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| Symbolic Reasoning (Equations) | 2 | 1 | Feb 18, 2026 |
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| Image Aesthetic Enhancement | 2 | 1 | Mar 13, 2026 |
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