Safety Classification on HoliSafe-Bench benchmark leaderboard · SOTA2 Research

Safety Classification on HoliSafe-Bench

0.783AUROCQwen3-VL 8B

Evaluation Results

Method	Links
Qwen3-VL 8B2026.05		0.783
Qwen3-VL 4B2026.05		0.778
Qwen3-VL 4B2026.05		0.768
Qwen3-VL 4B2026.05		0.764
Qwen3-VL 8B2026.05		0.762
InternVL2026.05		0.761
InternVL2026.05		0.758
Qwen3-VL 8B2026.05		0.753
Qwen3-VL 4B2026.05		0.75
Qwen3-VL 4B2026.05		0.748
MiniCPM2026.05		0.744
Qwen3-VL 8B2026.05		0.739
Gemma2026.05		0.737
InternVL2026.05		0.731
Qwen3-VL 4B2026.05		0.728
Gemma2026.05		0.727
Gemma2026.05		0.725
Qwen3-VL 8B2026.05		0.724
InternVL2026.05		0.72
InternVL2026.05		0.72
MiniCPM2026.05		0.718
MiniCPM2026.05		0.713
InternVL2026.05		0.701
Qwen30B2026.05		0.693
Gemma2026.05		0.689
Qwen30B2026.05		0.688
Gemma2026.05		0.688
MiniCPM2026.05		0.684
Qwen30B2026.05		0.668
Qwen30B2026.05		0.667
MiniCPM2026.05		0.663
Qwen30B2026.05		0.657
Llama2026.05		0.65
MiniCPM2026.05		0.648
Qwen30B2026.05		0.638
Llama2026.05		0.603
Llama2026.05		0.599
Llama2026.05		0.588
Qwen30B2026.05		0.584
Llama2026.05		0.573
Qwen3-VL 4B2026.05		0.511
Llama2026.05		0.504
Qwen3-VL 8B2026.05		0.499
Qwen3-VL 8B2026.05		0.499
MiniCPM2026.05		0.49
Llama2026.05		0.465
InternVL2026.05		0.39
Gemma2026.05		0.326
Gemma2026.05		0.326