Models Generic SigLIP2 SO400M

SigLIP2 SO400M

Vision encoder with Shape-Optimized 400M architecture and sigmoid contrastive loss.

Google Open Source Vision Only

HuggingFace arXiv

arXiv

Generic

Model Type

Overall Rank

40.54%

Avg. R@1

32.98%

Avg.
mAP@20

1152

Embedding
Size

384

Input
Size

Datasets

Dataset	Category	R@1	R@5	mAP
Stanford Online Products	E-commerce	80.28%	90.01%	60.79%
Products-10K	E-commerce	65.98%	84.25%	44.15%
DIY v1	Hardware/DIY	23.86%	46.61%	32.46%
Automotive v1	Automotive	22.02%	40.06%	25.32%
Clips-and-Connectors v1	Industrial	10.57%	23.12%	2.16%
Average		40.54%	56.81%	32.98%