Our new X account is live! Follow @wizwand_team for updates

Image Classification on CIFAR-10 BLIP-2

0.2402CLIP Similarity (RN-50)

Clean

Updated 3d ago

Evaluation Results

Method	Links
Clean 2026.02		0.2402	0.4689	0.3038	0.2984	0.2585	0.314	-
PNA + PathOut 2026.02		0.2372	0.465	0.2989	0.2952	0.2545	0.3102	17.6
PNA 2026.02		0.2365	0.4648	0.298	0.2943	0.2543	0.3096	21.9
TGR 2026.02		0.2354	0.4623	0.2961	0.2933	0.2499	0.3074	23.4
Cui et al. 2026.02		0.2335	0.4606	0.2957	0.2913	0.2478	0.3058	26.8
Attack-Bard 2026.02		0.233	0.4606	0.2941	0.29	0.2455	0.3047	26
VT-Attack 2026.02		0.2286	0.4567	0.2907	0.2862	0.2409	0.3006	27.6
SGMA 2026.02		0.2256	0.4536	0.2857	0.2833	0.2356	0.2968	38.6
Schlarmann and Hein 2026.02		0.1795	0.4087	0.2339	0.2338	0.1758	0.2463	84.4