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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 |
|---|---|---|---|---|
| 3D CBCT reconstruction | 11 | 1 | Apr 2, 2026 | |
| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 | |
| Game performance evaluation | 11 | 2 | Jul 9, 2026 | |
| Black-Box Bilevel Optimization | 11 | 1 | Apr 6, 2026 | |
| MLLM Unlearning | 11 | 2 | Jun 2, 2026 | |
| General QA | 11 | 8 | May 20, 2026 | |
| Human Mesh Reconstruction | 11 | 21 | Mar 4, 2026 | |
| Canonical Correlation Analysis | 11 | 2 | Feb 18, 2026 | |
| Multi-answer Question Answering |
| 11 |
| 5 |
| Jun 2, 2026 |
| Shortest Path | 11 | 9 | Jun 19, 2026 |
|---|
| Empirical Coverage Estimation | 11 | 2 | May 13, 2026 |
|---|
| Pointing | 11 | 7 | Jun 12, 2026 |
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| Strategic game playing | 11 | 5 | Jun 30, 2026 |
|---|
| Scene Parsing | 11 | 10 | Feb 27, 2026 |
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| Alzheimer's disease diagnosis | 11 | 15 | Jul 9, 2026 |
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| Multi-turn Response Selection | 11 | 16 | Feb 18, 2026 |
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| Differential Diagnosis | 11 | 6 | Jun 25, 2026 |
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| Multiparty Multiobjective Optimization | 11 | 1 | Mar 31, 2026 |
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| Human Motion Capture | 11 | 5 | Apr 6, 2026 |
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| AI-Generated Content Detection | 11 | 5 | Jun 17, 2026 |
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| Point cloud estimation | 11 | 4 | Jul 7, 2026 |
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| Chinese-to-English speech translation | 11 | 1 | Feb 21, 2026 |
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| Open-vocabulary video instance segmentation | 11 | 1 | Mar 31, 2026 |
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| General Multimodal Understanding | 11 | 12 | Jun 30, 2026 |
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| Partially observable navigation | 11 | 1 | Feb 18, 2026 |
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