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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 |
|---|---|---|---|---|
| Search reranking | 2 | 1 | Mar 27, 2026 | |
| Joint low-light enhancement and face restoration | 2 | 1 | Mar 27, 2026 | |
| Dimensional Aspect-Based Sentiment Analysis | 2 | 1 | Mar 27, 2026 | |
| Outer Wall Segmentation | 2 | 1 | Mar 27, 2026 | |
| ECG multi-label classification | 2 | 1 | Mar 27, 2026 | |
| Scanpath evaluation | 2 | 1 | Mar 27, 2026 | |
| Action Selection Task (AST) | 2 | 1 | Feb 18, 2026 | |
| Role-playing performance evaluation | 2 | 1 | Feb 19, 2026 | |
| Sequential skip prediction |
| 2 |
| 1 |
| Feb 18, 2026 |
| MCQ medical diagnostic reasoning | 2 | 1 | Mar 27, 2026 |
|---|
| Lookalike Detection | 2 | 1 | Mar 27, 2026 |
|---|
| Text-Molecule Retrieval | 2 | 3 | Feb 18, 2026 |
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| Semantic Attribution | 2 | 1 | Mar 27, 2026 |
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| Multilingual Translation | 2 | 2 | Apr 20, 2026 |
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| Geo-time Aware Image Retrieval | 2 | 1 | Mar 27, 2026 |
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| Action-conditional motion synthesis | 2 | 2 | Feb 18, 2026 |
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| Clinical Relation Extraction | 2 | 1 | Feb 19, 2026 |
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| Dialog Naturalness | 2 | 1 | Feb 19, 2026 |
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| 2D-to-3D Open-Vocabulary Segmentation | 2 | 1 | Mar 27, 2026 |
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| 3D scene restoration | 2 | 1 | Mar 27, 2026 |
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| Secure LLM Agent Task Completion | 2 | 2 | Jun 9, 2026 |
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| Drug excretion property prediction | 2 | 1 | Mar 27, 2026 |
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| Semantic Image Reconstruction | 2 | 2 | Apr 21, 2026 |
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| User Simulation Quality Assessment | 2 | 1 | Feb 19, 2026 |
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| Monocular Dynamic 3D Reconstruction | 2 | 1 | Mar 27, 2026 |
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