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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 | |
| Noisy Attribute Generalization | 2 | 1 | Feb 24, 2026 | |
| Part-level recognition | 2 | 1 | Feb 24, 2026 | |
| Measurement | 2 | 2 | Mar 27, 2026 | |
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 | |
| HER2 status classification | 2 | 3 | Apr 20, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Hand Instance Segmentation | 2 | 1 | Feb 27, 2026 | |
| Skin disease diagnosis | 2 | 1 | Feb 18, 2026 |
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 |
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| Vision-based Affective Recognition | 2 | 1 | Feb 18, 2026 |
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| Handwriting Detection | 2 | 1 | Feb 24, 2026 |
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| Annotation | 2 | 2 | Jun 2, 2026 |
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| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 |
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| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
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| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
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| Domain-Generalized Segmentation | 2 | 1 | Feb 18, 2026 |
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| Paragraph Recognition | 2 | 1 | Feb 22, 2026 |
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| Face Naming | 2 | 1 | Feb 22, 2026 |
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| Image Warping | 2 | 1 | Feb 22, 2026 |
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| Long-form Video Classification | 2 | 3 | Feb 18, 2026 |
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| Object State Classification | 2 | 1 | Feb 18, 2026 |
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| Object-centric New View Synthesis | 2 | 1 | Feb 18, 2026 |
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| Traditional Tampering Localization | 2 | 1 | Feb 24, 2026 |
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| Fiber detection | 2 | 1 | Feb 18, 2026 |
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