Secure LLM Inference on LLaMA 8B 3.1 benchmark leaderboard · SOTA2 Research

Secure LLM Inference on LLaMA 8B 3.1

6,517Sigma (ms)Sigma

Evaluation Results

Method	Links
Sigma2026.06		6,517	—	—	86.78	—	4.57	—	—
Sigma2026.06		8,504	—	—	116.31	—	5.47	—	—
Sigma2026.06		12,478	—	—	175.37	—	7.27	—	—
FuseFSS2026.06		—	6,213	1.05	—	83.09	—	4.3	1.06
FuseFSS2026.06		—	7,683	1.11	—	108.74	—	5.06	1.08
FuseFSS2026.06		—	10,623	1.17	—	160.04	—	6.58	1.11