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Vision-text safety classification on MSSBench Embodied

61.97AUPRC (Prompt)SEA-Guard-4B
49.521252.753155.98559.2169Feb 2, 2026

Evaluation results

MethodLinks
SEA-Guard-4BZero-shot=true2026.0261.9759.71
SEA-Guard-8BZero-shot=true2026.0257.4360.97
SEA-Guard-12BZero-shot=true2026.0253.159.61
Gemma3-12B-ITZero-shot=true2026.025153.94
Gemma3-4B-ITZero-shot=true2026.0250.7954.13
Qwen3-VL-4B-ITZero-shot=true2026.0250.6658.58
SEA-LION-v4-Qwen-VLZero-shot=true2026.0250.3357.24
SEA-LION-v4-Qwen-VLZero-shot=true, variant=v22026.0250.1755.62
Qwen3-VL-8B-ITZero-shot=true2026.025059.41