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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 |
|---|---|---|---|---|
| Spatiotemporal traffic flow imputation | 3 | 1 | Feb 27, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Job Orchestration | 3 | 1 | Feb 21, 2026 | |
| Embodied agent | 3 | 4 | May 26, 2026 | |
| Four-way classification (NC, SMC, MCI, AD) | 3 | 1 | Feb 21, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| iEEG neural decoding | 3 | 1 | Feb 21, 2026 | |
| Cooling load forecasting | 3 | 1 | Feb 21, 2026 | |
| Face Privacy Protection |
| 3 |
| 4 |
| Jul 1, 2026 |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 |
|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 |
|---|
| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
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| Detoxification Dataset Quality Evaluation | 3 | 1 | Feb 18, 2026 |
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| Joint Optic Cup and Optic Disc Segmentation | 3 | 1 | Feb 18, 2026 |
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| Graph Prediction | 3 | 2 | Feb 18, 2026 |
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| Revenue Maximization | 3 | 2 | Jun 11, 2026 |
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| Relaxed adsorption-energy prediction | 3 | 2 | May 19, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Federated Unlearning Verification | 3 | 1 | Apr 1, 2026 |
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| Visual Jailbreaking Attack | 3 | 2 | Mar 4, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Pain Classification | 3 | 1 | Feb 18, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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