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 |
|---|---|---|---|---|
| 20-way Classification | 1 | 1 | Feb 18, 2026 | |
| Semi-supervised Video Classification | 1 | 1 | Feb 18, 2026 | |
| Absolute 3D Human Pose Estimation (MRPE) | 1 | 1 | Feb 18, 2026 | |
| Geometry Recovery | 1 | 1 | Feb 18, 2026 | |
| Instance Activity Detection | 1 | 1 | Feb 18, 2026 | |
| Single-view 3D shape reconstruction | 1 | 1 | Feb 18, 2026 | |
| Region Understanding | 1 | 1 | Feb 18, 2026 | |
| CAD Captioning | 1 | 1 | Feb 18, 2026 | |
| Watermark Localization |
| 1 |
| 1 |
| Feb 18, 2026 |
| BPMN Element Type Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Name and Type Extraction | 1 | 1 | Feb 18, 2026 |
|---|
| Name Extraction | 1 | 1 | Feb 18, 2026 |
|---|
| Attribute Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Class-activation heatmap interpretability assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Breast cancer metastases classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multiview Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| People Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Box Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Transgingival Regression | 1 | 1 | Feb 18, 2026 |
|---|
| Height Regression | 1 | 1 | Feb 18, 2026 |
|---|
| Pose Control Accuracy | 1 | 1 | Feb 18, 2026 |
|---|
| Automatic Poster Layout Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Lane Count | 1 | 1 | Feb 18, 2026 |
|---|
| Ego-lane Index | 1 | 1 | Feb 18, 2026 |
|---|
| Lane Change Feasibility | 1 | 1 | Feb 18, 2026 |
|---|