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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 | |
| Standard OOD Detection | 3 | 1 | Feb 21, 2026 | |
| Thyroid nodule classification | 3 | 2 | Mar 31, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Snapshot-based TGNN Explanation | 3 | 1 | Feb 21, 2026 | |
| Explaining event-based TGNNs | 3 | 2 | May 20, 2026 | |
| Out-of-domain forecasting | 3 | 1 |
| Feb 21, 2026 |
| SQL Semantic Validation | 3 | 1 | Feb 21, 2026 |
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| Model Learning from Noisy Data | 3 | 1 | Feb 21, 2026 |
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| Detail and Expression Transfer | 3 | 1 | Feb 18, 2026 |
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| Client Simulation | 3 | 1 | Feb 18, 2026 |
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| Fruit Grading | 3 | 1 | Mar 31, 2026 |
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| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
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| Object Comparison | 3 | 1 | Feb 18, 2026 |
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| Rubric satisfaction evaluation | 3 | 1 | Feb 21, 2026 |
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| Property Comparison | 3 | 1 | Feb 18, 2026 |
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| Matrix Orthogonalization | 3 | 1 | Feb 21, 2026 |
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| Push and Switch | 3 | 1 | Feb 18, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Login Time Prediction | 3 | 1 | Feb 21, 2026 |
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| Constrained Regression | 3 | 1 | Feb 21, 2026 |
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| Black-box Adversarial Attack (Image Retrieval) | 3 | 1 | Feb 18, 2026 |
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| Unsupervised Anomaly Localization (Pixel-Level) | 3 | 1 | Mar 31, 2026 |
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