Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Permuted Sequential Image Classification | 4 | 8 | Feb 27, 2026 | |
| Manifold Image Classification | 4 | 1 | Mar 25, 2026 | |
| Histology Image Classification | 4 | 1 | Feb 18, 2026 | |
| Imbalanced Image Classification | 4 | 2 | Feb 18, 2026 | |
| Image Classification (Spurious Correlation Robustness) | 3 | 1 | Jun 23, 2026 | |
| Out-of-domain Image Classification | 3 | 1 | Feb 18, 2026 | |
| Multi-view Image Classification | 3 | 1 | Jun 11, 2026 | |
| Event-based Image Classification | 3 | 3 | May 12, 2026 | |
| Skin Condition Image Classification |
| 3 |
| 1 |
| Feb 18, 2026 |
| Robustness Image Classification | 3 | 2 | Jun 19, 2026 |
|---|
| Infrared Image Classification | 3 | 5 | May 19, 2026 |
|---|
| Image Classification and Watermark Verification | 3 | 1 | Jun 11, 2026 |
|---|
| PolSAR Image Classification | 3 | 3 | Jun 1, 2026 |
|---|
| Domain Adaptation Image Classification | 3 | 2 | Feb 22, 2026 |
|---|
| Image Classification (Sample Unlearning) | 2 | 1 | May 12, 2026 |
|---|
| Open-world image classification | 2 | 1 | Mar 4, 2026 |
|---|
| Image Classification Attribution | 2 | 1 | Jul 9, 2026 |
|---|
| Permuted Image Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Pap Smear Image Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Neuromorphic Image Classification | 2 | 3 | May 15, 2026 |
|---|
| Image Classification Code Generation | 2 | 1 | May 7, 2026 |
|---|
| Multilabel Image Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Document Image Classification | 2 | 3 | Feb 18, 2026 |
|---|
| Personalized Federated Image Classification | 2 | 1 | Apr 23, 2026 |
|---|
| Natural Image Classification | 2 | 1 | Feb 18, 2026 |
|---|