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 |
|---|---|---|---|---|
| Colocalization | 1 | 1 | Feb 18, 2026 | |
| Sparse Interpolation | 1 | 1 | Feb 18, 2026 | |
| Medical Multi-task Visual Reasoning | 1 | 1 | Feb 19, 2026 | |
| Object instance retrieval | 1 | 1 | Feb 18, 2026 | |
| PET Image Reconstruction Diameter Measurement | 1 | 1 | Feb 19, 2026 | |
| 3D Crowd Reconstruction and Localization | 1 | 1 | Feb 18, 2026 | |
| Video Anomaly Reasoning Evaluation | 1 | 1 | Feb 27, 2026 | |
| Talking Face Synthesis | 1 | 1 | Feb 18, 2026 | |
| Single-hand Manipulation Synthesis |
|---|
| 1 |
| 1 |
| Apr 14, 2026 |
| Gallbladder disease diagnosis | 1 | 1 | Feb 19, 2026 |
|---|
| Environment Map Fitting | 1 | 1 | Feb 18, 2026 |
|---|
| B-scan reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Video Completion (Object Masks) | 1 | 1 | Feb 18, 2026 |
|---|
| Grayscale Burst Denoising | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Robustness | 1 | 1 | Feb 19, 2026 |
|---|
| Emotion Perception and Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Medical Image Segmentation Explainability Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Spatial action detection | 1 | 1 | Feb 18, 2026 |
|---|
| Speech Gesture Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Point Cloud and Road Network Mapping | 1 | 1 | Feb 19, 2026 |
|---|
| Visual Wake Words Classification | 1 | 3 | Jun 17, 2026 |
|---|
| Band Completion | 1 | 1 | Feb 19, 2026 |
|---|
| All-in-one HSI Restoration | 1 | 1 | Feb 19, 2026 |
|---|
| Cross-category Fine-Grained Zero-Shot Sketch-Based Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| HSI Restoration | 1 | 1 | Feb 19, 2026 |
|---|