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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 |
|---|---|---|---|---|
| Element Grounding | 10 | 4 | Feb 18, 2026 | |
| Fill-in-the-Middle Code Completion | 10 | 2 | Jun 4, 2026 | |
| Token Efficiency | 10 | 2 | Apr 21, 2026 | |
| Constraint Satisfaction | 10 | 7 | May 26, 2026 | |
| Online Out-of-Distribution Detection | 10 | 1 | Feb 18, 2026 | |
| Ciphertext Classification | 10 | 1 | Apr 9, 2026 | |
| INR classification | 10 | 4 | Jul 3, 2026 | |
| Machine Learning | 10 | 7 | Jun 12, 2026 | |
| LPC Optimization | 10 | 1 | Apr 8, 2026 | |
| Semi-supervised Video Object Segmentation |
| 10 |
| 6 |
| Jul 7, 2026 |
| Contextual Auction | 10 | 1 | Feb 18, 2026 |
|---|
| 3D Protein-Ligand Docking MOP | 10 | 1 | Apr 7, 2026 |
|---|
| Federated Learning Image Classification | 10 | 5 | May 4, 2026 |
|---|
| DAG Structure Recovery | 10 | 1 | Apr 7, 2026 |
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| Sparse Reconstruction | 10 | 3 | Jun 8, 2026 |
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| Quantitative Trading | 10 | 2 | Feb 18, 2026 |
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| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
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| Scene editing | 10 | 7 | Jul 3, 2026 |
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| Multimodal Recommendation Unlearning | 10 | 1 | Apr 3, 2026 |
|---|
| Multi-view Multi-label Classification | 10 | 3 | Jun 4, 2026 |
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| 3D Open-vocabulary Segmentation | 10 | 6 | Jun 30, 2026 |
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| Hyperspectral Classification | 10 | 6 | May 6, 2026 |
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| Observational query | 10 | 1 | Apr 7, 2026 |
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| Image Manipulation Detection and Localization | 10 | 4 | May 18, 2026 |
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| Task-Incremental Continual Learning | 10 | 4 | Jun 1, 2026 |
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