Attacker Detection on Qwen3-1.7B target τpool=1.509 (test) benchmark leaderboard · SOTA2 Research

Attacker Detection on Qwen3-1.7B target τpool=1.509 (test)

53.9Tau Multiplier (×τ)OLMo-2-7B + public φ

Evaluation Results

Method	Links
OLMo-2-7B + public φ2026.04		53.9	81.3	—	—	—
Qwen2.5-1.5B + public φ2026.04		45.9	69.2	—	—	—
Qwen3-0.6B + public φ2026.04		41.6	62.8	—	—	—
library-aware φ only2026.04		38	57.38	21.2	—	—
E-E α=0.1, λ=02026.04		38	57.38	—	—	—
E-E α=1, λ=0.1 (seed 2)2026.04		38	57.38	3,591	—	—
E-E α=1, λ=02026.04		37.5	56.55	—	—	—
Phi-3.5-mini + public φ2026.04		34.7	52.4	—	—	—
E-E α=0, λ=0.12026.04		32.8	49.46	3,625	—	—
r=128 MSE, λ=0.12026.04		31.1	47.01	3,538	—	—
public-φ + LoRA r=162026.04		12	18.1	25	—	—
E-E α=0.1, λ=0.12026.04		6.62	9.99	1,188	—	—
E-E α=1, λ=0 (seed 2)2026.04		6.44	9.71	86,809	—	—
E4-v2 STAGEB λ=1.02026.04		4.96	7.48	50.98	—	—
E-E α=1, λ=0.12026.04		4.9	7.4	243	—	—
E-E αjz=0, λ=02026.04		4.57	6.89	31.9	—	—
r=128 MSE, λ=02026.04		4.25	6.42	50.37	—	—
E4-v2 STAGEC λ=0.12026.04		4.16	6.27	63.16	—	—
E4-v2 STAGEA λ=02026.04		2.78	4.19	32.84	—	—
ZERO_PAD Qwen3-0.6B2026.04		1	—	—	—	—
RAND_PROJ Qwen3-0.6B2026.04		1	—	—	—	—
LEARNED_LIN Qwen3-0.6B2026.04		1	—	—	—	—