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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 |
|---|---|---|---|---|
| Self-reconstruction | 10 | 4 | Jun 16, 2026 | |
| Machine Learning | 10 | 7 | Jun 12, 2026 | |
| Hyperspectral Classification | 10 | 6 | May 6, 2026 | |
| Arithmetic | 10 | 8 | Jun 4, 2026 | |
| Decoding Throughput | 10 | 4 | Jun 2, 2026 | |
| Constraint Satisfaction | 10 | 7 | May 26, 2026 | |
| Online Out-of-Distribution Detection | 10 | 1 | Feb 18, 2026 | |
| Blind Image Super-Resolution | 10 | 5 | Mar 18, 2026 | |
| Multimodal Recommendation Unlearning | 10 | 1 | Apr 3, 2026 | |
| Quantitative Trading |
|---|
| 10 |
| 2 |
| Feb 18, 2026 |
| Sparse Reconstruction | 10 | 3 | Jun 8, 2026 |
|---|
| Convergence Analysis | 10 | 5 | Jul 9, 2026 |
|---|
| Hawkes process modeling | 10 | 1 | Apr 3, 2026 |
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| Collusion Detection | 10 | 1 | Apr 2, 2026 |
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| Object Addition | 10 | 6 | Jun 23, 2026 |
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| 2D/3D Registration | 10 | 8 | May 20, 2026 |
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| Chinese Word Segmentation | 10 | 6 | Feb 18, 2026 |
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| Cardiac MRI Segmentation | 10 | 5 | Apr 8, 2026 |
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| Multi-agent Path Planning | 10 | 3 | Jun 4, 2026 |
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| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
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| Single Image Defocus Deblurring | 10 | 6 | Jun 5, 2026 |
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| Frame Interpolation | 10 | 7 | Mar 27, 2026 |
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| Drawer Opening | 10 | 5 | Jul 3, 2026 |
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| Causal order recovery | 10 | 1 | Mar 31, 2026 |
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| Audio Description Generation | 10 | 4 | Jun 23, 2026 |
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