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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 |
|---|---|---|---|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Zero-Shot Video Recognition | 3 | 2 | Feb 18, 2026 | |
| Binary graph structure recovery | 3 | 1 | Feb 18, 2026 | |
| Music Captioning | 3 | 4 | Apr 20, 2026 | |
| Dynamic scene deblurring | 3 | 3 | Mar 17, 2026 | |
| Open-Vocabulary 3D Object Detection | 3 | 2 |
| Feb 27, 2026 |
| Rubric satisfaction evaluation | 3 | 1 | Feb 21, 2026 |
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| MLaaS Service Selection | 3 | 1 | Feb 21, 2026 |
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| Constrained Regression | 3 | 1 | Feb 21, 2026 |
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| Task Decomposition | 3 | 3 | Jun 24, 2026 |
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| Matrix Orthogonalization | 3 | 1 | Feb 21, 2026 |
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| Pseudoperplexity | 3 | 1 | Feb 18, 2026 |
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| POS | 3 | 1 | Feb 18, 2026 |
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| Roundtrip Alignment | 3 | 1 | Feb 18, 2026 |
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| Automatic Term Extraction | 3 | 1 | Feb 18, 2026 |
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| Red-Teaming (Attack Success Rate) | 3 | 3 | Mar 10, 2026 |
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| Sample-level anomaly detection | 3 | 1 | Feb 18, 2026 |
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| Login Time Prediction | 3 | 1 | Feb 21, 2026 |
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| Attribute Detection | 3 | 3 | Feb 27, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Open Intent Detection | 3 | 1 | Feb 18, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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