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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 |
|---|---|---|---|---|
| Logical Query Answering | 10 | 14 | May 26, 2026 | |
| Multimodal Recommendation Unlearning | 10 | 1 | Apr 3, 2026 | |
| Audio Description Generation | 10 | 4 | Jun 23, 2026 | |
| Neural Shape Representation | 10 | 2 | Feb 18, 2026 | |
| Abusive language detection | 10 | 6 | Mar 30, 2026 | |
| Sparse Reconstruction | 10 | 3 | Jun 8, 2026 | |
| Object Addition | 10 | 6 | Jun 23, 2026 | |
| Hawkes process modeling | 10 | 1 | Apr 3, 2026 | |
| Open Vehicle Routing Problem | 10 | 5 | May 26, 2026 | |
| Unsupervised Parsing |
|---|
| 10 |
| 10 |
| Feb 18, 2026 |
| Token Efficiency | 10 | 2 | Apr 21, 2026 |
|---|
| Binomial test for accent bias | 10 | 1 | Feb 22, 2026 |
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| Glacier front delineation | 10 | 2 | Feb 20, 2026 |
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| Object affordance recognition | 10 | 2 | Feb 18, 2026 |
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| Controlled Text Generation | 10 | 6 | Feb 18, 2026 |
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| Image Manipulation Detection and Localization | 10 | 4 | May 18, 2026 |
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| Multi-agent Path Planning | 10 | 3 | Jun 4, 2026 |
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| Logistic regression classification | 10 | 2 | Mar 19, 2026 |
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| Collusion Detection | 10 | 1 | Apr 2, 2026 |
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| Synthetic Regression | 10 | 2 | Feb 21, 2026 |
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| Watermarking Detection | 10 | 5 | May 29, 2026 |
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| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
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| Drawer Opening | 10 | 5 | Jul 3, 2026 |
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| Face Anonymization | 10 | 8 | Jun 8, 2026 |
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| Continual Learning Regression | 10 | 1 | Feb 21, 2026 |
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