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Benchmarks
Universal Cross-Domain Retrieval on DomainNet Sketch (MixedGallery)
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60.9
mAP@200
MAIL++
35.6488
42.2044
48.76
55.3156
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
60.9
57.34
MAIL
Training Setting=2-Shot
2026.05
59.05
55.25
ProS*
Training Setting=Full...
2026.05
58.43
54.63
MMA
Training Setting=2-Shot
2026.05
56.74
52.33
BitFit
Training Setting=2-Shot
2026.05
55.84
51.52
MaPLe
Training Setting=2-Shot
2026.05
55.69
51.67
IVLA
Training Setting=2-Shot
2026.05
53.27
48.19
AFormer
Training Setting=2-Shot
2026.05
52.91
47.77
VPT-D
Training Setting=2-Shot
2026.05
50.34
45.92
IVLP
Training Setting=2-Shot
2026.05
49.37
45.06
CLIP
Training Setting=2-Shot
2026.05
36.62
29.79
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