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 |
|---|---|---|---|---|
| Group Emotion Recognition | 12 | 2 | Jun 9, 2026 | |
| MSK MRI Segmentation | 12 | 1 | Apr 6, 2026 | |
| Model Ownership Verification | 12 | 3 | Jun 9, 2026 | |
| Brain-to-image retrieval | 12 | 6 | Jun 16, 2026 | |
| Unsupervised Cross-domain Image Retrieval | 12 | 1 | Mar 16, 2026 | |
| Mislabel Detection | 12 | 4 | Jun 1, 2026 | |
| Backdoor Removal | 12 | 3 | Apr 14, 2026 | |
| Arbitrary-scale Super-Resolution | 11 | 3 | Jun 30, 2026 | |
| Egocentric Video Understanding |
| 11 |
| 13 |
| Jun 26, 2026 |
| Remote Sensing Visual Question Answering | 11 | 8 | May 29, 2026 |
|---|
| PET Image Restoration | 11 | 2 | Jun 9, 2026 |
|---|
| Concept alignment | 11 | 4 | Mar 20, 2026 |
|---|
| RGB saliency detection | 11 | 8 | Jul 8, 2026 |
|---|
| Scene Graph to Image Generation | 11 | 2 | Feb 18, 2026 |
|---|
| Light Field Super-Resolution | 11 | 4 | Jul 2, 2026 |
|---|
| Jigsaw puzzle solving | 11 | 5 | May 25, 2026 |
|---|
| Near-OOD Detection | 11 | 4 | May 13, 2026 |
|---|
| Affine-invariant depth estimation | 11 | 4 | Jun 30, 2026 |
|---|
| Pointing | 11 | 7 | Jun 12, 2026 |
|---|
| Image Blending | 11 | 3 | Mar 16, 2026 |
|---|
| Optic Cup and Disc Segmentation | 11 | 3 | Mar 27, 2026 |
|---|
| Respiratory Rate Estimation | 11 | 5 | Jun 23, 2026 |
|---|
| Multiple-choice Video Question Answering | 11 | 15 | May 14, 2026 |
|---|
| Relocalization | 11 | 5 | Jun 23, 2026 |
|---|
| Human Motion Generation | 11 | 11 | Jun 26, 2026 |
|---|