ResearchBenchmarksMultimodal Retrieval on WebQA 2Multimodal Retrieval on WebQA 2Follow83.15R@5GME-2B41.91452.619563.32574.0305Feb 6, 2026Evaluation resultsMethodMethodLinksR@5GME-2Bparameters=2Bparameters=2B2026.0283.15Reasoning-Augmented Representationstraining_data=MBEIR (~...training_data=MBEIR (~1M pairs)2026.0279.61DSE2026.0266.99E5-V2026.0249.62CLIP2026.0245.1SigLIP2026.0243.5