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Benchmarks
Universal Cross-Domain Retrieval on DomainNet Infograph (MixedGallery)
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54.69
mAP@200
MAIL++
43.3124
46.2662
49.22
52.1738
May 25, 2026
mAP@200
Prec@200
Updated 8d ago
Evaluation Results
Method
Method
Links
mAP@200
Prec@200
MAIL++
Training Setting=2-Shot
2026.05
54.69
52.53
MAIL
Training Setting=2-Shot
2026.05
53.34
50.95
AFormer
Training Setting=2-Shot
2026.05
53.17
49.27
MMA
Training Setting=2-Shot
2026.05
53.11
49.23
MaPLe
Training Setting=2-Shot
2026.05
53.05
49.95
BitFit
Training Setting=2-Shot
2026.05
52.32
48.86
ProS*
Training Setting=Full...
2026.05
52.19
49.56
IVLP
Training Setting=2-Shot
2026.05
51.6
47.89
IVLA
Training Setting=2-Shot
2026.05
50.86
47.22
VPT-D
Training Setting=2-Shot
2026.05
49.61
45.92
CLIP
Training Setting=2-Shot
2026.05
43.75
38.91
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