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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 |
|---|---|---|---|---|
| MLaaS Service Selection | 3 | 1 | Feb 21, 2026 | |
| Task Decomposition | 3 | 3 | Jun 24, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Matrix Orthogonalization | 3 | 1 | Feb 21, 2026 | |
| T-to-V Retrieval | 3 | 2 | Feb 18, 2026 | |
| Login Time Prediction | 3 | 1 | Feb 21, 2026 | |
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Constrained Regression | 3 |
| 1 |
| Feb 21, 2026 |
| Hierarchical Table Question Answering | 3 | 4 | Jun 11, 2026 |
|---|
| Discrete Optimization | 3 | 2 | Jun 26, 2026 |
|---|
| Multi-page Document Question Answering | 3 | 7 | Apr 28, 2026 |
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| Fluorescence property prediction | 3 | 1 | Feb 21, 2026 |
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| Graph-level prediction | 3 | 4 | Feb 24, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Audio-visual event recognition | 3 | 5 | Jun 11, 2026 |
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| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
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| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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| Speculative Sampling | 3 | 1 | Mar 31, 2026 |
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| Solve Rate | 3 | 1 | Feb 21, 2026 |
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| Actionness estimation | 3 | 1 | Feb 18, 2026 |
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