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 |
|---|---|---|---|---|
| Identity Transformation | 1 | 1 | Feb 18, 2026 | |
| Lane-Keeping Action Classification | 1 | 1 | Feb 18, 2026 | |
| Mobile-size object detection | 1 | 1 | Feb 18, 2026 | |
| Lane-Keeping Trajectory Prediction | 1 | 1 | Feb 18, 2026 | |
| Value Recognition | 1 | 1 | Feb 18, 2026 | |
| N-way K-shot classification | 1 | 1 | Feb 18, 2026 | |
| Line-level Handwriting Recognition | 1 | 1 | Feb 18, 2026 | |
| Sparse Autoencoder Concept Alignment | 1 | 1 | Feb 18, 2026 | |
| Influence Detection |
| 1 |
| 1 |
| Feb 18, 2026 |
| Page-level Handwriting Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| flowchart-to-Mermaid translation | 1 | 1 | Feb 18, 2026 |
|---|
| N-way K-shot Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Flowchart to Mermaid code translation | 1 | 1 | Feb 18, 2026 |
|---|
| Collision Robustness Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Floorplan metric prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Deception Detection | 1 | 1 | Feb 18, 2026 |
|---|
| multimodal deception evaluation task | 1 | 1 | Feb 18, 2026 |
|---|
| Computer Vision Evaluation | 1 | 2 | Feb 19, 2026 |
|---|
| Four-view mammography classification | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Question Answering (Open-Ended) | 1 | 1 | Feb 18, 2026 |
|---|
| One-shot Skeleton-based Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Misaligned action detection | 1 | 1 | Feb 18, 2026 |
|---|
| Shortcut detection | 1 | 1 | Feb 18, 2026 |
|---|
| Luminal subtype classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Video Comprehension | 1 | 1 | Feb 18, 2026 |
|---|