Safety Classification on UnsafeBench (ECE, NLL) benchmark leaderboard · SOTA2 Research

Safety Classification on UnsafeBench (ECE, NLL)

0.061ECELlama

Evaluation Results

Method	Links
Llama2026.05		0.061	0.607
InternVL2026.05		0.086	0.566
MiniCPM2026.05		0.09	0.641
MiniCPM2026.05		0.097	0.678
Qwen30B2026.05		0.099	0.629
InternVL2026.05		0.117	0.678
MiniCPM2026.05		0.119	0.608
Qwen30B2026.05		0.12	0.623
Qwen3-VL 4B2026.05		0.123	0.689
Qwen3-VL 8B2026.05		0.125	0.623
Gemma2026.05		0.129	0.654
Llama2026.05		0.13	0.696
Qwen30B2026.05		0.192	0.898
InternVL2026.05		0.195	0.857
Qwen3-VL 4B2026.05		0.22	1.198
Qwen3-VL 4B2026.05		0.229	1.463
Qwen3-VL 8B2026.05		0.241	1.612
Llama2026.05		0.264	0.954
Gemma2026.05		0.268	2.061
Qwen3-VL 8B2026.05		0.366	1.267
Gemma2026.05		0.391	1.765