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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 |
|---|---|---|---|---|
| Federated Learning Image Classification | 10 | 5 | May 4, 2026 | |
| Continual Image Classification | 10 | 9 | Jun 17, 2026 | |
| NSFW image classification | 9 | 1 | Apr 10, 2026 | |
| Image Classification Unlearning | 9 | 2 | May 18, 2026 | |
| Long-tail Image Classification | 9 | 14 | Feb 27, 2026 | |
| Partial-Label Image Classification | 8 | 4 | Apr 9, 2026 | |
| SAR Image Classification | 8 | 4 | Jul 1, 2026 | |
| Incremental Image Classification | 8 | 5 | Jun 30, 2026 | |
| 5-way 1-shot Image Classification |
| 8 |
| 3 |
| Feb 21, 2026 |
| Hierarchical Image Classification | 8 | 4 | Jul 8, 2026 |
|---|
| Multi-label Medical Image Classification | 7 | 2 | May 12, 2026 |
|---|
| Binary Image Classification | 7 | 5 | Jun 12, 2026 |
|---|
| Image Classification, OOD Detection, and Adversarial Attack Detection | 6 | 1 | Mar 5, 2026 |
|---|
| Low-shot Image Classification | 6 | 7 | Feb 27, 2026 |
|---|
| Pixel-by-pixel Image Classification | 6 | 8 | Feb 18, 2026 |
|---|
| Class-incremental image classification | 6 | 4 | Jun 5, 2026 |
|---|
| Adversarial Image Classification | 5 | 5 | Jun 23, 2026 |
|---|
| Multi-class Image Classification | 5 | 3 | Feb 18, 2026 |
|---|
| Certified Image Classification | 5 | 3 | Jun 2, 2026 |
|---|
| Image Classification (Inference) | 5 | 2 | Apr 2, 2026 |
|---|
| Active Learning Image Classification | 4 | 2 | May 15, 2026 |
|---|
| Depth Image Classification | 4 | 5 | May 19, 2026 |
|---|
| Imbalanced Image Classification | 4 | 2 | Feb 18, 2026 |
|---|
| Permuted Sequential Image Classification | 4 | 8 | Feb 27, 2026 |
|---|
| 3D Medical Image Classification | 4 | 3 | Jun 9, 2026 |
|---|