ResearchBenchmarksMultimodal Retrieval on VisNews 3Follow41.3R@5CLIP7.437616.228825.0233.8112Feb 6, 2026Evaluation ResultsMethodMethodLinksR@5CLIP2026.0241.3GME-2Bparameters=2Bparameters=2B2026.0238.32SigLIP2026.0230.8E5-V2026.0229.54Reasoning-Augmented Representationstraining_data=MBEIR (~...training_data=MBEIR (~1M pairs)2026.0226.82DSE2026.028.74