QuickDraw
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sketch Retrieval | QuickDraw (test) | A@T160.4 | 34 | |
| Sketch Recognition | QuickDraw (test) | Top-1 Acc65.6 | 34 | |
| Sketch-Based Image Retrieval | QuickDraw | mAP33.6 | 15 | |
| Retrieval | QuickDraw Image Space | A@T162.3 | 13 | |
| Recognition | QuickDraw Image Space | Top-1 Accuracy76.1 | 13 | |
| Zero-Shot Sketch-Based Image Retrieval | QuickDraw | mAP@all0.202 | 12 | |
| Category-Level Sketch-Based Image Retrieval | QuickDraw Extended (test) | mAP18.2 | 9 | |
| Sketch-Based Image Retrieval | QuickDraw Ext | mAP15.4 | 8 | |
| Sketch Recognition | QuickDraw Image Space (test) | Top-1 Acc65.1 | 7 | |
| Sketch Recognition | QuickDraw 50 sampled categories (test) | Top-1 Acc100 | 6 | |
| Sketch-based Image Retrieval | QuickDraw (test) | mAP0.197 | 6 | |
| Sketch Vectorization | QuickDraw (test) | Classification Accuracy92 | 6 | |
| Retrieval | QuickDraw Vector Space | A@T158.5 | 6 | |
| Recognition | QuickDraw Vector Space | Top-1 Accuracy73.5 | 6 | |
| Image Classification | QuickDraw (test) | Accuracy87.5 | 5 | |
| Sketch Recognition | QuickDraw Vector Space (test) | Top-1 Acc58.4 | 5 | |
| Few-shot classification | QuickDraw target-average | Accuracy38.74 | 3 | |
| 5-way 1-shot image classification | Quickdraw | Target Accuracy55.6 | 2 |
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