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 |
|---|---|---|---|---|
| Cross-domain generalization evaluation | 1 | 1 | Feb 21, 2026 | |
| Content-aware layout generation | 1 | 1 | Feb 18, 2026 | |
| Uncertainty Quantification for Fine-grained Image Recognition | 1 | 1 | Feb 21, 2026 | |
| Uncertainty Quantification for Low-resolution Image Classification | 1 | 1 | Feb 21, 2026 | |
| Financial Visual Question Answering | 1 | 1 | Jun 19, 2026 | |
| Monocular Rigid 3D Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Uncertainty Quantification for Object Classification in Unusual Poses | 1 | 1 | Feb 21, 2026 | |
| Uncertainty Quantification for Artistic Rendition Classification |
| 1 |
| 1 |
| Feb 21, 2026 |
| Monocular Non-Rigid 3D Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Uncertainty Quantification for Sketch Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Edit Inspectors Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Permuted Pixel-by-Pixel MNIST Classification | 1 | 2 | Feb 18, 2026 |
|---|
| slide-level tumor localization | 1 | 3 | Feb 18, 2026 |
|---|
| Shape Inpainting | 1 | 1 | Feb 21, 2026 |
|---|
| Airspace Classification | 1 | 1 | Feb 21, 2026 |
|---|
| Facial Age Ranking | 1 | 1 | Feb 21, 2026 |
|---|
| Temporal order reconstruction | 1 | 1 | Feb 21, 2026 |
|---|
| Identity Identification | 1 | 1 | Feb 21, 2026 |
|---|
| Task #2 | 1 | 1 | Apr 30, 2026 |
|---|
| Task #1 | 1 | 1 | Apr 30, 2026 |
|---|
| Radar Interference Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Cross-modal adaptation | 1 | 1 | Feb 21, 2026 |
|---|
| Multimodal emotion analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Movement Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Audio-visual video parsing (Segment-level) | 1 | 2 | Feb 18, 2026 |
|---|