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Multimodal Retrieval on MSCOCO 3

90.02Recall@5Reasoning-Augmented Representations
78.559281.534684.5187.4854Feb 6, 2026

Evaluation results

MethodLinks
Reasoning-Augmented Representationstraining_data=MBEIR (~1M pairs)2026.0290.02
SigLIP2026.0288.2
E5-V2026.0286.4
GME-2Bparameters=2B2026.0284.12
DSE2026.0282.06
CLIP2026.0279