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 |
|---|---|---|---|---|
| Myocardial Scar Segmentation | 1 | 1 | Feb 18, 2026 | |
| Non-facial Gesture Generation | 1 | 1 | Feb 18, 2026 | |
| Nearest Neighbor Classification | 1 | 2 | Feb 18, 2026 | |
| Video Action Segmentation | 1 | 1 | Feb 18, 2026 | |
| Upper Face Perceptual Evaluation | 1 | 1 | Feb 18, 2026 | |
| Temporal Matching | 1 | 1 | Feb 18, 2026 | |
| 2x Video Super-Resolution | 1 | 1 | Feb 18, 2026 | |
| Boundary Grounding | 1 | 1 | Feb 27, 2026 | |
| Boundary Captioning | 1 | 1 | Feb 27, 2026 | |
| Flowchart Image Interpretation |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Omnidirectional Spatial Reasoning | 1 | 1 | Mar 10, 2026 |
|---|
| Pathological image super-resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Illusion and Hallucination Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Single-label activity classification | 1 | 3 | Feb 18, 2026 |
|---|
| Out-of-distribution object detection | 1 | 1 | Feb 27, 2026 |
|---|
| Sequential Image Hallucination Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Scanner Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-label unit-action classification | 1 | 1 | Feb 18, 2026 |
|---|
| Contextual Image Captioning | 1 | 2 | Feb 18, 2026 |
|---|
| Conditional Sampling | 1 | 1 | Feb 18, 2026 |
|---|
| Future Semantic Segmentation (Short-term) | 1 | 1 | Feb 18, 2026 |
|---|
| Future Semantic Segmentation (Mid-term) | 1 | 1 | Feb 18, 2026 |
|---|
| Anomaly Localization and Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Monocular Video Depth Estimation | 1 | 3 | Jun 26, 2026 |
|---|
| Face Search | 1 | 4 | Feb 18, 2026 |
|---|