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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 |
|---|---|---|---|---|
| Wikipedia Abstract Generation | 3 | 1 | Feb 18, 2026 | |
| Joint sparse reconstruction | 3 | 1 | Feb 21, 2026 | |
| Object Counting Ranking | 3 | 1 | Feb 21, 2026 | |
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Population Growth Modeling | 3 | 1 | Feb 21, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Explanation faithfulness evaluation | 3 | 2 | Jul 8, 2026 | |
| Bayesian Inverse Problem | 3 | 2 | May 29, 2026 | |
| Syntactic Parsing | 3 | 2 | Feb 18, 2026 |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 |
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| nICP estimation | 3 | 1 | Feb 21, 2026 |
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| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 |
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| Video label propagation | 3 | 2 | Feb 18, 2026 |
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| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
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| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
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| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
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| Debugging | 3 | 3 | Jun 18, 2026 |
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| Single Image De-raining | 3 | 2 | Feb 18, 2026 |
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| Social Recommendation | 3 | 2 | Apr 2, 2026 |
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| Hash Learning | 3 | 1 | Feb 18, 2026 |
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| Low-Dose CT Image Denoising | 3 | 2 | Feb 18, 2026 |
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| Re-simulation | 3 | 2 | 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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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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