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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 |
|---|---|---|---|---|
| Audio Fidelity | 2 | 1 | Feb 19, 2026 | |
| General Knowledge and Instruction Following | 2 | 1 | Mar 27, 2026 | |
| Search reranking | 2 | 1 | Mar 27, 2026 | |
| Median Inflection Count Extraction | 2 | 1 | Feb 18, 2026 | |
| Product Ranking | 2 | 2 | Apr 10, 2026 | |
| Healthcare Text Classification | 2 | 1 | Feb 18, 2026 | |
| Geo-time Aware Image Retrieval | 2 | 1 | Mar 27, 2026 | |
| Lookalike Detection | 2 | 1 | Mar 27, 2026 | |
| Cross-lingual Semantic Similarity | 2 | 1 | Feb 18, 2026 | |
| Goal Detection |
|---|
| 2 |
| 1 |
| Feb 19, 2026 |
| Monocular Dynamic 3D Reconstruction | 2 | 1 | Mar 27, 2026 |
|---|
| Length-Weighted Tortuosity Extraction | 2 | 1 | Feb 18, 2026 |
|---|
| Status Tracking | 2 | 1 | Feb 19, 2026 |
|---|
| Logical Fallacy Detection | 2 | 3 | Jun 26, 2026 |
|---|
| Semantic Attribution | 2 | 1 | Mar 27, 2026 |
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| Cross-view Image Translation (a2g) | 2 | 1 | Feb 18, 2026 |
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| Group Lasso Regularization | 2 | 1 | Feb 18, 2026 |
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| Scientific Writing Evaluation | 2 | 2 | Mar 31, 2026 |
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| Patient message response drafting | 2 | 1 | Feb 19, 2026 |
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| Mean Bifurcation Angle Extraction | 2 | 1 | Feb 18, 2026 |
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| Outer Wall Segmentation | 2 | 1 | Mar 27, 2026 |
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| MCQ medical diagnostic reasoning | 2 | 1 | Mar 27, 2026 |
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| Multilingual Translation | 2 | 2 | Apr 20, 2026 |
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| MDD Classification | 2 | 2 | Apr 14, 2026 |
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| Cross-view Image Translation (g2a) | 2 | 1 | Feb 18, 2026 |
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