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Benchmarks
Universal Cross-Domain Retrieval on DomainNet Painting (UnseenGallery)
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76.55
mAP@200
MAIL++
61.0852
65.1001
69.115
73.1299
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
76.55
71.53
MAIL
Training Setting=2-Shot
2026.05
76.05
70.85
ProS*
Training Setting=Full...
2026.05
75.16
69.55
MaPLe
Training Setting=2-Shot
2026.05
75.02
69.41
MMA
Training Setting=2-Shot
2026.05
74.08
68.36
BitFit
Training Setting=2-Shot
2026.05
73.4
67.39
VPT-D
Training Setting=2-Shot
2026.05
72.05
65.88
IVLP
Training Setting=2-Shot
2026.05
71.47
65.51
AFormer
Training Setting=2-Shot
2026.05
71.08
64.59
IVLA
Training Setting=2-Shot
2026.05
71.02
64.6
CLIP
Training Setting=2-Shot
2026.05
61.68
55.07
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