ResearchBenchmarksMultimodal Retrieval on InfoSeek-8Multimodal Retrieval on InfoSeek-8Follow52.38Recall@5Reasoning-Augmented Representations4.103216.636629.1741.7034Feb 6, 2026Evaluation resultsMethodMethodLinksRecall@5Reasoning-Augmented Representationstraining_data=MBEIR (~...training_data=MBEIR (~1M pairs)2026.0252.38GME-2Bparameters=2Bparameters=2B2026.0244.21E5-V2026.0239.69SigLIP2026.0227.4CLIP2026.0226.4DSE2026.025.96