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Benchmarks
Text-to-Image Person Retrieval on CUHK-PEDES Ultra-LR (test)
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61.81
R@1
CRST
50.89
53.725
56.56
59.395
Jun 29, 2026
R@1
mAP
Updated 25d ago
Evaluation Results
Method
Method
Links
R@1
mAP
CRST
Protocol=PHL: paired H...
2026.06
61.81
55.84
DM-Adapter†
Protocol=PHL: paired H...
2026.06
56.91
51.27
TBPS-CLIP
Protocol=TD: original...
2026.06
54.97
48.12
IRRA
Protocol=TD: original...
2026.06
54.75
48.69
DM-Adapter
Protocol=TD: original...
2026.06
54.47
48.36
MMRef
Protocol=TD: original...
2026.06
54.22
48.36
CFine
Protocol=TD: original...
2026.06
51.93
45.5
UniPT
Protocol=TD: original...
2026.06
51.31
45.01
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