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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 |
|---|---|---|---|---|
| Image Classification and Uncertainty Estimation | 2 | 1 | May 4, 2026 | |
| Privacy-Preserving Image Classification | 2 | 1 | Feb 18, 2026 | |
| Federated Few-shot Image Classification | 2 | 1 | May 28, 2026 | |
| Binary ECG image classification | 2 | 1 | Jun 23, 2026 | |
| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 | |
| 20-way Few-Shot Image Classification | 2 | 2 | Feb 27, 2026 | |
| Biological Image Classification | 2 | 1 | Apr 30, 2026 | |
| Fundus Image Classification | 2 | 1 | Feb 25, 2026 |
| Pap Smear Image Classification | 2 | 1 | Feb 18, 2026 |
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| Biomedical Image Classification | 2 | 4 | Apr 28, 2026 |
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| Generalized Zero-shot Image Classification | 2 | 1 | May 7, 2026 |
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| Permuted Image Classification | 2 | 1 | Feb 18, 2026 |
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| Open-world image classification | 2 | 1 | Mar 4, 2026 |
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| 5-way 3-shot Image Classification | 2 | 1 | Feb 18, 2026 |
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| Neuromorphic Image Classification | 2 | 3 | May 15, 2026 |
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| Natural Image Classification | 2 | 1 | Feb 18, 2026 |
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| Personalized Federated Image Classification | 2 | 1 | Apr 23, 2026 |
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| Multilabel Image Classification | 2 | 1 | Feb 18, 2026 |
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| Image Classification (Class Unlearning) | 2 | 1 | May 12, 2026 |
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| Cross-modal Image Classification | 1 | 1 | Feb 18, 2026 |
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| Image Classification (Label shift) | 1 | 1 | Feb 18, 2026 |
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| Image Classification (Training) | 1 | 1 | Feb 18, 2026 |
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| Dermatological Image Classification | 1 | 1 | Jun 25, 2026 |
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| Image Classification (Wavy Hair) | 1 | 1 | Apr 21, 2026 |
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| 3-way 5-shot image classification | 1 | 1 | Feb 18, 2026 |
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