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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 |
|---|---|---|---|---|
| Unsupervised Machine Translation | 9 | 1 | Feb 18, 2026 | |
| 3D Object Retrieval | 9 | 2 | Apr 23, 2026 | |
| ICU Admission prediction | 9 | 2 | Mar 18, 2026 | |
| Citation Intent Classification | 9 | 7 | Jul 7, 2026 | |
| ASR rescoring | 9 | 5 | Feb 18, 2026 | |
| Outcome Prediction | 9 | 4 | Jun 26, 2026 | |
| Code Correctness Evaluation | 9 | 2 | May 28, 2026 | |
| Image Representation | 9 | 6 | Jun 5, 2026 | |
| Pose Transfer | 9 | 7 | Jun 29, 2026 | |
| 9 |
| 8 |
| Jun 23, 2026 |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 |
|---|
| ECG Digitization | 9 | 2 | Jul 2, 2026 |
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| Tumor classification | 9 | 6 | Jun 29, 2026 |
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| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 |
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| Marginal Likelihood Estimation | 9 | 2 | Feb 18, 2026 |
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| Left Ventricle Segmentation | 9 | 6 | Jun 16, 2026 |
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| Drivable Area Segmentation | 9 | 9 | Mar 31, 2026 |
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| Human move prediction | 9 | 2 | May 20, 2026 |
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| Aspect-Opinion Pair Extraction | 9 | 6 | Feb 27, 2026 |
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| Embedding Table Placement | 9 | 1 | Feb 18, 2026 |
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| Category-level 6D Object Pose Estimation | 9 | 9 | Jun 23, 2026 |
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| Long-tail Image Classification | 9 | 14 | Feb 27, 2026 |
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| Generic Event Boundary Detection | 9 | 7 | Jun 11, 2026 |
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| Emotional Speech Synthesis | 9 | 4 | Jun 23, 2026 |
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| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 |
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