List your company

Image Classification on ImageNet (Top-1 Accuracy and Delta)

76.73Top-1 AccuracyBiSigLIP
68.524470.654772.78574.9153Mar 9, 2026

Evaluation results

MethodLinks
BiSigLIPShots=16, Base Model=SigLIP, Adaptation Method=Bilinear adaptation2026.0376.731.83
SigLIPShots=0, Base Model=SigLIP, Adaptation Method=Zero-Shot2026.0374.89—
BiCLIPShots=16, Base Model=CLIP, Adaptation Method=Bilinear adaptation2026.0371.692.85
CLIPShots=0, Base Model=CLIP, Adaptation Method=Zero-Shot2026.0368.84—