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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 |
|---|---|---|---|---|
| GNN Calibration | 11 | 1 | Feb 18, 2026 | |
| Outcome Reasoning | 11 | 1 | Feb 22, 2026 | |
| Image Animation | 11 | 6 | Apr 28, 2026 | |
| Bandwidth extension | 11 | 6 | Jun 29, 2026 | |
| AI-Generated Content Detection | 11 | 5 | Jun 17, 2026 | |
| Jailbreak Defense Evaluation | 11 | 2 | Apr 7, 2026 | |
| Open-vocabulary video instance segmentation | 11 | 1 | Mar 31, 2026 | |
| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 | |
| Strategic game playing | 11 | 5 | Jun 30, 2026 |
| Human Video Generation | 11 | 4 | Apr 23, 2026 |
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| RGB saliency detection | 11 | 8 | Jul 8, 2026 |
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| Single-object discovery | 11 | 5 | May 13, 2026 |
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| Root Cause Localization | 11 | 4 | Jun 2, 2026 |
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| Near-OOD Detection | 11 | 4 | May 13, 2026 |
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| Stylized Machine Translation | 11 | 3 | Jul 2, 2026 |
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| Music Genre Classification | 11 | 16 | Jun 26, 2026 |
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| Scene Graph to Image Generation | 11 | 2 | Feb 18, 2026 |
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| Empirical Coverage Estimation | 11 | 2 | May 13, 2026 |
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| Transmission Layer Separation | 11 | 2 | Jun 4, 2026 |
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| Embodied Instruction Following | 11 | 10 | Jun 23, 2026 |
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| Open-loop trajectory prediction | 11 | 11 | Jul 7, 2026 |
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| Jigsaw puzzle solving | 11 | 5 | May 25, 2026 |
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| Bound Propagation for Neural Network Verification | 11 | 1 | Mar 26, 2026 |
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| Ranking Preservation | 11 | 2 | Jun 29, 2026 |
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| 6DoF Pose Estimation | 11 | 21 | Mar 23, 2026 |
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