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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 |
|---|---|---|---|---|
| Tagged-to-cine MR image synthesis | 2 | 1 | Feb 18, 2026 | |
| Image Selection | 2 | 2 | Feb 27, 2026 | |
| Collaborative Perception (CP) | 2 | 1 | Mar 24, 2026 | |
| Endmember Estimation | 2 | 2 | Apr 1, 2026 | |
| Hair Combing Dynamics Prediction | 2 | 1 | Mar 24, 2026 | |
| Navigation (NAV) | 2 | 1 | Mar 24, 2026 | |
| In-context image generation | 2 | 2 | Feb 20, 2026 | |
| Multimodal Perception and Cognition | 2 | 38 | Jul 3, 2026 | |
| Autonomous Driving Trajectory Planning |
| 2 |
| 3 |
| Jun 8, 2026 |
| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| High-level instruction execution | 2 | 1 | Mar 24, 2026 |
|---|
| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 |
|---|
| Surgical tool presence detection | 2 | 1 | Mar 24, 2026 |
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| Temporal Crop Segmentation | 2 | 1 | Feb 20, 2026 |
|---|
| Reward Scoring | 2 | 2 | Apr 6, 2026 |
|---|
| Video Action Retrieval | 2 | 1 | Feb 20, 2026 |
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| MRI Translation | 2 | 2 | Jun 16, 2026 |
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| Cross-lingual Entity Alignment | 2 | 1 | Mar 24, 2026 |
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| Optimal policy search | 2 | 1 | Mar 24, 2026 |
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| Pixel Localization | 2 | 1 | Mar 23, 2026 |
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| Open-vocabulary 3D Scene Understanding | 2 | 2 | May 8, 2026 |
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| Component-level attribution | 2 | 1 | Mar 23, 2026 |
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| Fine-grained Weakly Supervised Video Anomaly Detection | 2 | 1 | Feb 27, 2026 |
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| 3D Object Part Segmentation | 2 | 24 | Mar 5, 2026 |
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| Alignment Reward Evaluation | 2 | 1 | Mar 24, 2026 |
|---|