ResearchBenchmarksMultimodal Visual Reasoning on MMVPFollow20Average ScoreCLIP18.460818.860419.2619.6596Feb 2, 2026Evaluation ResultsMethodMethodLinksAverage ScoreCLIPSetting=Zero-shotSetting=Zero-shot2026.0220MAESetting=Zero-shotSetting=Zero-shot2026.0219.26STELLARSetting=Zero-shotSetting=Zero-shot2026.0219.26iBOTSetting=Zero-shotSetting=Zero-shot2026.0218.52