| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Zero-Shot Sketch-Based Image Retrieval | TU-Berlin | mAP@all65.1 | 18 | |
| Sketch-Based Image Retrieval | TU-Berlin Ext | mAP56.9 | 17 | |
| Sketch-Based Image Retrieval | TU-Berlin | mAP64.1 | 15 | |
| Retrieval | TU-Berlin Image Space | A@T169.1 | 13 | |
| Recognition | TU-Berlin Image Space | Top-1 Accuracy78.6 | 13 | |
| Categorical Sketch-Based Image Retrieval | TU Berlin extended (unseen) | mAP@all50.7 | 9 | |
| Category-level Sketch-Based Image Retrieval | TU Berlin extended (test) | mAP0.778 | 9 | |
| Sketch-based Image Retrieval | TU-Berlin (test) | mAP70.2 | 6 | |
| Sketch-Based Image Retrieval | TU-Berlin Generalized Zero-Shot Extended | mAP0.464 | 6 | |
| Retrieval | TU-Berlin Vector Space | A@T10.502 | 6 | |
| Recognition | TU-Berlin Vector Space | Top-1 Acc62.9 | 6 | |
| Sketch Recognition | TU-Berlin Image Space (test) | Top-1 Acc58.9 | 4 | |
| Sketch Classification | TU-Berlin | Accuracy0.7795 | 4 | |
| Sketch Recognition | TU-Berlin Vector Space (test) | Top-1 Acc36.9 | 2 |