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Video Anomaly Classification on UBnormal

89.73AccuracyRAE
64.655671.165377.67584.1847Nov 1, 2025

Evaluation results

MethodLinks
RAESize=7B, Evaluation Protocol=one-shot2025.1189.73
InternVLSize=8B, Evaluation Protocol=one-shot2025.1188.65
Qwen2.5-VLSize=7B, Evaluation Protocol=one-shot2025.1187.24
MiniCPM-V 2.6Size=7B, Evaluation Protocol=one-shot2025.1186.94
LLaVA-1.6Size=7B, Evaluation Protocol=one-shot2025.1185.91
Idefics2Size=8B, Evaluation Protocol=one-shot2025.1184.03
Qwen2.5-VLSize=7B, Evaluation Protocol=zero-shot2025.1165.62