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ResearchFormerly WizWand

Image Tagging

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

NUS-WIDE 81 unseen tags

Fast0Tag (net.)

42.2mAP

16

Feb 27, 2026

NUS-WIDE 925 seen + 81 unseen tags (test)

Fast0Tag (net.)

19.1MiAP

14

Feb 27, 2026

67.59OP

11

Feb 26, 2026

IAPRTC-12 58 unseen tags (test)

24.1MiAP

8

Feb 27, 2026

NUS-WIDE 81-tag (test)

55MiAP

7

Feb 27, 2026

IAPRTC-12 233 seen and 58 unseen tags (test)

45.9mAP

7

Feb 27, 2026

NUS-WIDE 4,093 unseen tags (test)

0.098mAP

6

Feb 27, 2026

IAPRTC-12 conventional image tagging 291 tags

56mAP

5

Feb 27, 2026

Stock 50K (test)

Multimodal Contrastive Training

13.81mIOU@5

2

Feb 26, 2026