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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 |
|---|---|---|---|---|
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Explanation faithfulness evaluation | 3 | 2 | Jul 8, 2026 | |
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Debugging | 3 | 3 | Jun 18, 2026 | |
| Vessel Reconstruction and Generation | 3 | 2 | May 19, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Distance Measurement | 3 | 2 | Jun 9, 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 |
|---|
| Key Detection | 3 | 2 | Jun 25, 2026 |
|---|
| Tire Force Estimation | 3 | 1 | Feb 21, 2026 |
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| Entity recognition and typing | 3 | 1 | Feb 18, 2026 |
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| Visual Adaptation | 3 | 2 | Jun 24, 2026 |
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| Inclination Classification | 3 | 1 | Mar 31, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Negative temporal attribution | 3 | 1 | Feb 21, 2026 |
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| Object Transportation | 3 | 1 | Feb 18, 2026 |
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| Graph Reachability | 3 | 2 | Apr 6, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
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| Traffic Matrix Prediction | 3 | 1 | Feb 21, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Major Depressive Disorder Identification | 3 | 1 | Mar 31, 2026 |
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