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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 |
|---|---|---|---|---|
| HER2 status classification | 2 | 3 | Apr 20, 2026 | |
| Range Estimation | 2 | 1 | Feb 18, 2026 | |
| Human Shape Estimation | 2 | 1 | Feb 18, 2026 | |
| Multimodal Visual Perception | 2 | 12 | Jun 30, 2026 | |
| Optical Character Recognition Benchmarking | 2 | 12 | Jul 7, 2026 | |
| Concept Activation Analysis | 2 | 1 | Feb 24, 2026 | |
| Hand Instance Segmentation | 2 | 1 | Feb 27, 2026 | |
| Grounded Multimodal Named Entity Recognition | 2 | 5 | Apr 23, 2026 | |
| Annotation |
| 2 |
| 2 |
| Jun 2, 2026 |
| Fine-grained Data Attribution | 2 | 1 | Feb 23, 2026 |
|---|
| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 |
|---|
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 |
|---|
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 |
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| Face Naming | 2 | 1 | Feb 22, 2026 |
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| Image Recoloring | 2 | 1 | Feb 22, 2026 |
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| Image Hashing | 2 | 1 | Feb 18, 2026 |
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| Handwriting Detection | 2 | 1 | Feb 24, 2026 |
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| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 |
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| Image Warping | 2 | 1 | Feb 22, 2026 |
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| Human-Aware Vision-and-Language Navigation | 2 | 2 | Feb 18, 2026 |
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| Medical Image Watermarking | 2 | 1 | Feb 18, 2026 |
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| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
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| Hyperspectral Novel View Synthesis | 2 | 1 | Feb 18, 2026 |
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| Image-to-Image | 2 | 1 | Feb 22, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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