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Benchmarks
Universal Cross-Domain Retrieval on DomainNet Quickdraw (UnseenGallery)
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30.7
mAP@200
MAIL++
6.5096
12.7898
19.07
25.3502
May 25, 2026
mAP@200
Precision@200
Updated 8d ago
Evaluation Results
Method
Method
Links
mAP@200
Precision@200
MAIL++
Training Setting=2-Shot
2026.05
30.7
28.5
MAIL
Training Setting=2-Shot
2026.05
29.41
26.95
ProS*
Training Setting=Full...
2026.05
28.42
25.44
MaPLe
Training Setting=2-Shot
2026.05
27.57
24.93
MMA
Training Setting=2-Shot
2026.05
27.37
24.28
BitFit
Training Setting=2-Shot
2026.05
24.88
21.99
VPT-D
Training Setting=2-Shot
2026.05
24.26
21.68
IVLA
Training Setting=2-Shot
2026.05
23.96
20.72
AFormer
Training Setting=2-Shot
2026.05
23.11
19.86
IVLP
Training Setting=2-Shot
2026.05
21.07
18.97
CLIP
Training Setting=2-Shot
2026.05
7.44
5.61
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