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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 |
|---|---|---|---|---|
| Medical image classification (Histopathology) | 1 | 2 | Apr 8, 2026 | |
| Medical image classification (Retina) | 1 | 1 | Apr 8, 2026 | |
| Medical image classification (Skin) | 1 | 2 | Apr 8, 2026 | |
| Generalized Few-Shot Image Classification | 1 | 1 | Feb 18, 2026 | |
| Microscopy Image Classification | 1 | 1 | May 21, 2026 | |
| Dermatological Image Classification | 1 | 1 | Jun 25, 2026 | |
| Cell-level Histopathological Image Classification | 1 | 1 | Mar 5, 2026 | |
| Group-robust Image Classification | 1 | 1 | Jun 23, 2026 | |
| Handwriting image classification |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| N-way K-shot Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 2D image classification | 1 | 1 | Feb 18, 2026 |
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| High-Spectral Image Classification | 1 | 1 | Feb 20, 2026 |
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| Open vocabulary image classification | 1 | 1 | Feb 18, 2026 |
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| Spiking Image Classification | 1 | 1 | Feb 22, 2026 |
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| Histopathological image classification | 1 | 1 | Jun 23, 2026 |
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| Open-Set Hyperspectral Image Classification | 1 | 1 | May 6, 2026 |
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| Clinical Image Classification | 1 | 1 | Jun 19, 2026 |
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| Out-of-Distribution Image Classification | 1 | 1 | Jul 7, 2026 |
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| Conformal Image Classification | 1 | 1 | Feb 25, 2026 |
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| Abstract Concept Image Classification | 1 | 1 | Apr 20, 2026 |
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| Permutation Invariant Image Classification | 1 | 1 | Feb 18, 2026 |
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| Image Classification (Feature shift) | 1 | 1 | Feb 18, 2026 |
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| Personalized Image Classification | 1 | 1 | Feb 18, 2026 |
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| 1-D Pixel-level Image Classification | 1 | 3 | Feb 25, 2026 |
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| 16-shot Image Classification | 1 | 1 | Mar 4, 2026 |
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