ResearchBenchmarksImage Classification on MMVP (Avg.)Follow37Average ScoreSigLIP19.3223.9128.533.09Feb 10, 2026Evaluation ResultsMethodMethodLinksAverage ScoreSigLIPZero-shot=trueZero-shot=true2026.0237SigLIP 2Zero-shot=trueZero-shot=true2026.0234.8VersaViT*Zero-shot=true, Alignm...Zero-shot=true, Alignment=30M image-text pairs2026.0232.6VersaViTZero-shot=true, Alignm...Zero-shot=true, Alignment=30M image-text pairs2026.0225.9CLIP-LZero-shot=trueZero-shot=true2026.0220