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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 | 8,174 | 4,492 | Jul 9, 2026 | |
| Medical Image Classification | 335 | 150 | Jul 7, 2026 | |
| Fine-grained Image Classification | 133 | 134 | Jul 9, 2026 | |
| Few-shot Image Classification | 122 | 126 | Jul 8, 2026 | |
| Zero-shot Image Classification | 77 | 40 | Jul 3, 2026 | |
| Hyperspectral Image Classification | 67 | 56 | Jun 4, 2026 | |
| Long-Tailed Image Classification | 52 | 60 | Jul 8, 2026 | |
| Whole Slide Image classification | 32 | 29 | Jul 3, 2026 | |
| Federated Image Classification |
| 31 |
| 18 |
| Jun 23, 2026 |
| Semi-supervised Image Classification | 30 | 21 | Jun 17, 2026 |
|---|
| Pathological image classification | 30 | 3 | Apr 20, 2026 |
|---|
| Pathology Image Classification | 28 | 4 | Jul 7, 2026 |
|---|
| Multi-label Image Classification | 24 | 26 | Jun 16, 2026 |
|---|
| Histopathology Image Classification | 24 | 8 | Apr 8, 2026 |
|---|
| Multi-task image classification | 24 | 11 | Jul 3, 2026 |
|---|
| Image Classification Calibration | 19 | 9 | Jun 25, 2026 |
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| Remote Sensing Image Classification | 14 | 6 | Apr 24, 2026 |
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| Robust Image Classification | 14 | 15 | Jun 26, 2026 |
|---|
| Sequential Image Classification | 13 | 27 | May 14, 2026 |
|---|
| 5-way Few-shot Image Classification | 13 | 24 | Jun 24, 2026 |
|---|
| Unsupervised image classification | 12 | 2 | Feb 18, 2026 |
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| 5-way Image Classification | 12 | 23 | May 26, 2026 |
|---|
| Multi-channel Image Classification | 11 | 2 | Mar 17, 2026 |
|---|
| Ultrasound Image Classification | 11 | 2 | Apr 3, 2026 |
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| Continual Image Classification | 10 | 9 | Jun 17, 2026 |
|---|