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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 |
|---|---|---|---|---|
| LPC Optimization | 10 | 1 | Apr 8, 2026 | |
| 3D Protein-Ligand Docking MOP | 10 | 1 | Apr 7, 2026 | |
| Intent Clustering | 10 | 4 | Feb 22, 2026 | |
| Controllable Text Generation | 10 | 7 | Feb 18, 2026 | |
| Constraint Satisfaction | 10 | 7 | May 26, 2026 | |
| Open Vehicle Routing Problem | 10 | 5 | May 26, 2026 | |
| System Dynamics Prediction | 10 | 2 | May 11, 2026 | |
| Hyperspectral Classification | 10 | 6 | May 6, 2026 | |
| Spelling Correction | 10 | 3 | May 19, 2026 | |
| Medical Image-to-Image Translation |
| 10 |
| 2 |
| Feb 18, 2026 |
| Clothed Human Reconstruction | 10 | 2 | Apr 20, 2026 |
|---|
| PDE Modeling | 10 | 5 | May 12, 2026 |
|---|
| Pointing game | 10 | 8 | May 19, 2026 |
|---|
| Fill-in-the-Middle Code Completion | 10 | 2 | Jun 4, 2026 |
|---|
| Observational query | 10 | 1 | Apr 7, 2026 |
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| Multi-robot SLAM | 10 | 3 | Jun 23, 2026 |
|---|
| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
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| Multimodal Recommendation Unlearning | 10 | 1 | Apr 3, 2026 |
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| Temporal Point Process modeling | 10 | 4 | Jul 9, 2026 |
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| Contextual Auction | 10 | 1 | Feb 18, 2026 |
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| Multi-agent Path Planning | 10 | 3 | Jun 4, 2026 |
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| Collusion Detection | 10 | 1 | Apr 2, 2026 |
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| Machine Learning | 10 | 7 | Jun 12, 2026 |
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| Federated Learning Image Classification | 10 | 5 | May 4, 2026 |
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| Sparse Reconstruction | 10 | 3 | Jun 8, 2026 |
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