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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 |
|---|---|---|---|---|
| Operator Learning for PDEs | 11 | 1 | Feb 18, 2026 | |
| Relocalization | 11 | 5 | Jun 23, 2026 | |
| AI-Generated Content Detection | 11 | 5 | Jun 17, 2026 | |
| General Multimodal Understanding | 11 | 12 | Jun 30, 2026 | |
| Needle-in-a-Haystack | 11 | 9 | May 7, 2026 | |
| Bandwidth extension | 11 | 6 | Jun 29, 2026 | |
| Transmission Layer Separation | 11 | 2 | Jun 4, 2026 | |
| Jailbreak Defense Evaluation | 11 | 2 | Apr 7, 2026 | |
| Molecular Design | 11 | 7 |
| Jun 29, 2026 |
| Strategic game playing | 11 | 5 | Jun 30, 2026 |
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| Correlation Clustering | 11 | 5 | Jun 5, 2026 |
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| Multiparty Multiobjective Optimization | 11 | 1 | Mar 31, 2026 |
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| Decoding | 11 | 6 | Jun 2, 2026 |
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| Tool Planning | 11 | 3 | May 13, 2026 |
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| Class-agnostic Object Detection | 11 | 4 | Feb 27, 2026 |
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| Unconditional Scene Synthesis | 11 | 3 | Jun 9, 2026 |
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| Open-loop trajectory prediction | 11 | 11 | Jul 7, 2026 |
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| Empirical Coverage Estimation | 11 | 2 | May 13, 2026 |
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| Long-horizon manipulation | 11 | 10 | Jun 25, 2026 |
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| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 |
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| Point cloud estimation | 11 | 4 | Jul 7, 2026 |
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| Interactive Instance Segmentation | 11 | 4 | Jun 23, 2026 |
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| Online Out-of-Distribution Detection | 10 | 1 | Feb 18, 2026 |
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| Continual Imitation Learning | 10 | 3 | Jun 26, 2026 |
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| Free View Synthesis | 10 | 1 | Feb 18, 2026 |
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