lightprobe

Inference-optimized lightweight linear probe built on CLIP.

Experiment Results

CLIP Similarity Scores (n=2000, ViT-B-32)

Threshold at average of both distribution means.

	Accuracy	Precision	Recall	F1
Value	0.674	0.677	0.684	0.681

CLIP Similarity Scores (n=1000, ViT-g-14)

Threshold at average of both distribution means.

	Accuracy	Precision	Recall	F1
Value	0.713	0.702	0.729	0.716