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ResearchFormerly WizWand

Zero-Shot Sketch-Based Image Retrieval

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

CLIP for ZS-SBIR (Ours)

65.1mAP@all

18

Feb 26, 2026

CLIP for ZS-SBIR (Ours)

0.723mAP@200

17

Feb 26, 2026

CLIP for ZS-SBIR (Ours)

0.202mAP@all

12

Feb 26, 2026

TU-Berlin Ext -> QuickDraw Ext (10 unseen classes)

0.273mAP

7

Feb 26, 2026

TU-Berlin to Sketchy 8 unseen classes Ext

74.6mAP

7

Feb 26, 2026

Sketchy -> QuickDraw Ext (11 unseen classes)

22.8mAP

7

Feb 26, 2026

Sketchy -> TU-Berlin Ext (21 unseen classes)

0.476mAP

7

Feb 26, 2026