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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 |
|---|---|---|---|---|
| Relocalization | 11 | 5 | Jun 23, 2026 | |
| Jailbreak Defense Evaluation | 11 | 2 | Apr 7, 2026 | |
| Road Extraction | 11 | 10 | Apr 20, 2026 | |
| Medical Image Quality Assessment | 11 | 1 | Feb 18, 2026 | |
| Alzheimer's disease diagnosis | 11 | 15 | Jul 9, 2026 | |
| Score Prediction | 11 | 5 | Jun 29, 2026 | |
| Partially observable navigation | 11 | 1 | Feb 18, 2026 | |
| Bandwidth extension | 11 | 6 | Jun 29, 2026 | |
| Knowledge Base Completion | 11 | 10 | Jun 1, 2026 |
| Motor Imagery | 11 | 3 | Apr 21, 2026 |
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| Multiple-choice Video Question Answering | 11 | 15 | May 14, 2026 |
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| Strategic game playing | 11 | 5 | Jun 30, 2026 |
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| Point cloud estimation | 11 | 4 | Jul 7, 2026 |
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| AI-Generated Content Detection | 11 | 5 | Jun 17, 2026 |
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| GNN Calibration | 11 | 1 | Feb 18, 2026 |
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| Multiparty Multiobjective Optimization | 11 | 1 | Mar 31, 2026 |
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| Sentiment Steering | 11 | 7 | Apr 15, 2026 |
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| Human Video Generation | 11 | 4 | Apr 23, 2026 |
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| Open-vocabulary video instance segmentation | 11 | 1 | Mar 31, 2026 |
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| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 |
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| General Multimodal Understanding | 11 | 12 | Jun 30, 2026 |
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| Root Cause Localization | 11 | 4 | Jun 2, 2026 |
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| Empirical Coverage Estimation | 11 | 2 | May 13, 2026 |
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| Near-OOD Detection | 11 | 4 | May 13, 2026 |
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| Image Animation | 11 | 6 | Apr 28, 2026 |
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