Prompt Stealing on MS COCO 50 random prompts benchmark leaderboard · SOTA2 Research

Prompt Stealing on MS COCO 50 random prompts

0.958CLIP SimilarityPROMPTMINER

Evaluation Results

Method	Links
PROMPTMINER2025.11		0.958	0.345	0.683
PROMPTMINER2025.11		0.953	0.303	0.751
PROMPTMINER2025.11		0.934	0.34	0.673
PROMPTMINER2025.11		0.933	0.342	0.664
VLM-as-expert2025.11		0.923	0.407	0.588
VLM-as-expert2025.11		0.913	0.387	0.612
PromptStealer2025.11		0.898	0.464	0.68
CLIP-IG2025.11		0.887	0.491	0.551
BLIP2025.11		0.885	0.467	0.7
CLIP-IG2025.11		0.883	0.461	0.565
BLIP2025.11		0.881	0.409	0.718
CLIP-IG2025.11		0.874	0.461	0.499
VLM-as-expert2025.11		0.866	0.462	0.539
PromptStealer2025.11		0.866	0.446	0.693
CLIP-IG2025.11		0.862	0.466	0.486
VLM-as-expert2025.11		0.861	0.466	0.556
PromptStealer2025.11		0.861	0.453	0.633
PromptStealer2025.11		0.861	0.439	0.652
BLIP2025.11		0.858	0.458	0.66
BLIP2025.11		0.855	0.444	0.643
VGD2025.11		0.816	0.7	0.424
VGD2025.11		0.802	0.565	0.41
VGD2025.11		0.791	0.63	0.417
VGD2025.11		0.785	0.691	0.416
PH2P2025.11		0.673	0.724	0.041
PH2P2025.11		0.645	0.612	0.047
PH2P2025.11		0.642	0.724	0.044
PH2P2025.11		0.641	0.703	0.04