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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 |
|---|---|---|---|---|
| Semantic Attribution | 2 | 1 | Mar 27, 2026 | |
| Multilingual Translation | 2 | 2 | Apr 20, 2026 | |
| MCQ medical diagnostic reasoning | 2 | 1 | Mar 27, 2026 | |
| Dynamic Graph Regression | 2 | 1 | Feb 18, 2026 | |
| Cross-gender word retrieval | 2 | 1 | Feb 19, 2026 | |
| 2D-to-3D Open-Vocabulary Segmentation | 2 | 1 | Mar 27, 2026 | |
| 3D scene restoration | 2 | 1 | Mar 27, 2026 | |
| Lookalike Detection | 2 | 1 | Mar 27, 2026 | |
| Secure LLM Agent Task Completion |
| 2 |
| 2 |
| Jun 9, 2026 |
| Drug excretion property prediction | 2 | 1 | Mar 27, 2026 |
|---|
| Arabic Diacritization | 2 | 1 | Feb 18, 2026 |
|---|
| 360 Depth Estimation | 2 | 2 | Feb 20, 2026 |
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| 3D affordance prediction | 2 | 1 | Feb 18, 2026 |
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| Multi-modal Instruction Following | 2 | 4 | Apr 7, 2026 |
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| Video-to-Paragraph Retrieval | 2 | 1 | Feb 27, 2026 |
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| Commonsense Validation and Explanation | 2 | 3 | Feb 18, 2026 |
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| Single-subject image generation | 2 | 2 | Feb 18, 2026 |
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| Agricultural Agent Planning and Execution | 2 | 1 | Feb 19, 2026 |
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| Model Selection Concordance Analysis | 2 | 1 | Mar 27, 2026 |
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| Drug distribution property prediction | 2 | 1 | Mar 27, 2026 |
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| Potential energy prediction | 2 | 1 | Mar 27, 2026 |
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| Left atrial wall segmentation | 2 | 1 | Mar 27, 2026 |
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| Sing Edit | 2 | 1 | Mar 26, 2026 |
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| Relational Similarity | 2 | 1 | Feb 27, 2026 |
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| Traffic Time-Space Diagram Super-Resolution | 2 | 1 | Mar 26, 2026 |
|---|