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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 |
|---|---|---|---|---|
| MDD Classification | 2 | 2 | Apr 14, 2026 | |
| Cross-view Image Translation (g2a) | 2 | 1 | Feb 18, 2026 | |
| Regret assessment | 2 | 1 | Mar 27, 2026 | |
| Context-window selection for PDE forecasting | 2 | 1 | Mar 27, 2026 | |
| Video-grounded dialogue generation | 2 | 1 | Feb 18, 2026 | |
| Search reranking | 2 | 1 | Mar 27, 2026 | |
| Median Bifurcation Angle Extraction | 2 | 1 | Feb 18, 2026 | |
| Theorem Proving (Substitution Network) | 2 | 1 | Feb 18, 2026 | |
| Scanpath evaluation |
| 2 |
| 1 |
| Mar 27, 2026 |
| Multilingual Name Classification | 2 | 1 | Feb 19, 2026 |
|---|
| Document-level Event Argument Extraction | 2 | 2 | Feb 18, 2026 |
|---|
| Confidence Calibration in Retrieval-Augmented Generation | 2 | 1 | Feb 19, 2026 |
|---|
| Joint low-light enhancement and face restoration | 2 | 1 | Mar 27, 2026 |
|---|
| Bifurcation Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Theorem Proving (Relevance Ranking) | 2 | 1 | Feb 18, 2026 |
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| Geo-time Aware Image Retrieval | 2 | 1 | Mar 27, 2026 |
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| Lookalike Detection | 2 | 1 | Mar 27, 2026 |
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| MCQ medical diagnostic reasoning | 2 | 1 | Mar 27, 2026 |
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| Monocular Dynamic 3D Reconstruction | 2 | 1 | Mar 27, 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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| Argument Persuasiveness Prediction | 2 | 1 | Feb 19, 2026 |
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| Multilingual Image Captioning | 2 | 1 | Feb 18, 2026 |
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| Therapeutic Response Generation | 2 | 1 | Feb 19, 2026 |
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| Secure LLM Agent Task Completion | 2 | 2 | Jun 9, 2026 |
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