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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 |
|---|---|---|---|---|
| Pulmonary nodule classification | 3 | 3 | Mar 12, 2026 | |
| Full heart segmentation | 3 | 2 | May 12, 2026 | |
| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 | |
| Weight-space INR classification | 3 | 4 | Jul 3, 2026 | |
| Re-localization | 3 | 1 | Feb 18, 2026 | |
| Neutral Face Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Multispectral CT reconstruction and material decomposition | 3 | 1 | Apr 20, 2026 | |
| Dynamic texture recognition | 3 | 1 | Apr 20, 2026 |
| Geolocation Inference | 3 | 1 | Mar 4, 2026 |
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| Color Video Completion | 3 | 1 | Mar 4, 2026 |
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| Fine-grained Visual Question Answering | 3 | 1 | Feb 18, 2026 |
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| Eye Fixation Prediction | 3 | 1 | Feb 18, 2026 |
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| Domain Verification | 3 | 1 | Feb 18, 2026 |
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| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
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| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
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| Facial Recognition | 3 | 2 | Jul 7, 2026 |
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| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
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| OCR-related Parsing Tasks | 3 | 2 | Feb 22, 2026 |
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| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
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| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
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| Image Projection | 3 | 2 | Feb 18, 2026 |
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| Domain Conversion Retrieval | 3 | 5 | Feb 27, 2026 |
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| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
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| Vehicle Classification | 3 | 3 | May 11, 2026 |
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| Scene Graph Parsing | 3 | 1 | Feb 18, 2026 |
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