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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 |
|---|---|---|---|---|
| 2D-to-3D Open-Vocabulary Segmentation | 2 | 1 | Mar 27, 2026 | |
| Drug distribution property prediction | 2 | 1 | Mar 27, 2026 | |
| Potential energy prediction | 2 | 1 | Mar 27, 2026 | |
| Left atrial wall segmentation | 2 | 1 | Mar 27, 2026 | |
| Model Selection Concordance Analysis | 2 | 1 | Mar 27, 2026 | |
| Sociopragmatic classification | 2 | 1 | Feb 18, 2026 | |
| Secure LLM Agent Task Completion | 2 | 2 | Jun 9, 2026 | |
| Drive VQA | 2 | 1 | Feb 18, 2026 | |
| Sing Edit |
| 2 |
| 1 |
| Mar 26, 2026 |
| Toponym retrieval | 2 | 2 | May 8, 2026 |
|---|
| Traffic Time-Space Diagram Super-Resolution | 2 | 1 | Mar 26, 2026 |
|---|
| Text-dependent speaker verification | 2 | 2 | Feb 21, 2026 |
|---|
| Reasoning Efficiency (Token Usage) | 2 | 1 | Feb 19, 2026 |
|---|
| Image Saliency Prediction | 2 | 2 | Feb 20, 2026 |
|---|
| Cross-lingual Image Captioning | 2 | 1 | Feb 18, 2026 |
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| Sociocultural clustering | 2 | 1 | Feb 19, 2026 |
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| Formality Control | 2 | 1 | Feb 18, 2026 |
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| Melody Control | 2 | 1 | Mar 26, 2026 |
|---|
| Language Model Personalization | 2 | 1 | Feb 19, 2026 |
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| Specificity Testing | 2 | 1 | Feb 18, 2026 |
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| Language-conditioned visual reasoning | 2 | 1 | Mar 26, 2026 |
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| Disease staging classification | 2 | 1 | Mar 26, 2026 |
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| Fault-Tolerant Control | 2 | 1 | Mar 26, 2026 |
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| Incident Detection | 2 | 2 | Jul 3, 2026 |
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| Drug Prediction | 2 | 1 | Mar 26, 2026 |
|---|