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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 |
|---|---|---|---|---|
| Optimal Transport map estimation | 11 | 2 | Apr 30, 2026 | |
| Near-OOD Detection | 11 | 4 | May 13, 2026 | |
| Relocalization | 11 | 5 | Jun 23, 2026 | |
| Human Video Generation | 11 | 4 | Apr 23, 2026 | |
| Embodied Instruction Following | 11 | 10 | Jun 23, 2026 | |
| Transmission Layer Separation | 11 | 2 | Jun 4, 2026 | |
| High Dynamic Range | 11 | 6 | Jun 30, 2026 | |
| Jailbreak Defense Evaluation | 11 | 2 | Apr 7, 2026 | |
| Single-object discovery | 11 | 5 | May 13, 2026 |
| Jigsaw puzzle solving | 11 | 5 | May 25, 2026 |
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| Few-shot Text Classification | 11 | 5 | Apr 20, 2026 |
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| Bandwidth extension | 11 | 6 | Jun 29, 2026 |
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| Unsupervised image segmentation | 11 | 7 | Feb 18, 2026 |
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| Multiparty Multiobjective Optimization | 11 | 1 | Mar 31, 2026 |
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| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 |
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| PvN classification | 11 | 1 | Feb 18, 2026 |
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| Strategic game playing | 11 | 5 | Jun 30, 2026 |
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| Unsupervised Reinforcement Learning | 11 | 3 | Feb 20, 2026 |
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| Shape Registration | 11 | 3 | May 14, 2026 |
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| Root Cause Localization | 11 | 4 | Jun 2, 2026 |
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| Light Field Super-Resolution | 11 | 4 | Jul 2, 2026 |
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| Operator Learning for PDEs | 11 | 1 | Feb 18, 2026 |
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| Open-loop trajectory prediction | 11 | 11 | Jul 7, 2026 |
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| Tool Planning | 11 | 3 | May 13, 2026 |
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| Table-based Fact Verification | 11 | 10 | Jun 11, 2026 |
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