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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 |
|---|---|---|---|---|
| Task-wise classification accuracy | 2 | 1 | Feb 24, 2026 | |
| Model Pruning | 2 | 2 | May 14, 2026 | |
| Ground-to-Aerial Synthesis | 2 | 1 | Feb 18, 2026 | |
| Planar Tracking | 2 | 1 | Feb 25, 2026 | |
| Cross-view Object Correspondence | 2 | 2 | Apr 9, 2026 | |
| Forward Visual Navigation (To End) | 2 | 1 | Feb 24, 2026 | |
| Sketch-to-Feedback Evaluation | 2 | 1 | Feb 24, 2026 | |
| Federated OOD Generalization | 2 | 2 | Mar 18, 2026 | |
| Demoiréing |
| 2 |
| 2 |
| Apr 14, 2026 |
| Noisy Attribute Generalization | 2 | 1 | Feb 24, 2026 |
|---|
| Part-level recognition | 2 | 1 | Feb 24, 2026 |
|---|
| 3D reconstruction of fast moving objects | 2 | 1 | Feb 18, 2026 |
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| Visual Relation Tagging | 2 | 2 | Feb 22, 2026 |
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| Measurement | 2 | 2 | Mar 27, 2026 |
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| City-wide geo-localization | 2 | 1 | Feb 18, 2026 |
|---|
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 |
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| Verb prediction | 2 | 2 | Apr 28, 2026 |
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| HER2 status classification | 2 | 3 | Apr 20, 2026 |
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| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 |
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| Handwriting Detection | 2 | 1 | Feb 24, 2026 |
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| Hand Instance Segmentation | 2 | 1 | Feb 27, 2026 |
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| Annotation | 2 | 2 | Jun 2, 2026 |
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| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 |
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| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
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| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
|---|