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 |
|---|---|---|---|---|
| Visual Dynamics Prediction | 1 | 1 | Feb 20, 2026 | |
| Visual Concept Composition | 1 | 1 | Feb 20, 2026 | |
| Preliminary Diagnosis | 1 | 1 | Feb 18, 2026 | |
| Adversarial Multi-label Classification | 1 | 1 | Feb 20, 2026 | |
| 5-way 1-shot learning | 1 | 1 | Feb 18, 2026 | |
| LMM Evaluation | 1 | 1 | Feb 18, 2026 | |
| Vision-Language Multi-task Performance | 1 | 1 | Feb 20, 2026 | |
| Science and Question Answering | 1 | 1 | Feb 20, 2026 | |
| 1 |
| 1 |
| Feb 20, 2026 |
| Vision-based autonomous driving | 1 | 1 | Feb 20, 2026 |
|---|
| Canopy Cover Estimation | 1 | 1 | Jun 19, 2026 |
|---|
| 3D Reconstruction from a single 2D image | 1 | 1 | Feb 18, 2026 |
|---|
| 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 |
|---|
| 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 |
|---|
| 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 |
|---|