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Retrieval on UCM 21 (test)

72.4PrecisionRemote-CLIP
43.415250.940158.46565.9899May 6, 2026

Evaluation results

MethodLinks
Remote-CLIPMode=Zero-shot2026.0572.450.0553.23
Open-SATMode=Zero-shot, Embedding modification=true2026.0553.4683.5757.85
Open-SAT w/o embedding modificationMode=Zero-shot, Embedding modification=false2026.0544.5371.7149.43