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Benchmarks
Video Anomaly Question Answering on UCF-Crime
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92.82
Accuracy (w/o think)
SRVAU-R1
84.5416
86.6908
88.84
90.9892
Feb 1, 2026
Accuracy (w/o think)
Accuracy (w/ think)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy (w/o think)
Accuracy (w/ think)
SRVAU-R1
2026.02
92.82
96.81
Qwen2.5-VL-7B
2026.02
92.03
89.64
VAU-R1
2026.02
92.03
91.63
Qwen2.5-VL-3B
2026.02
91.63
83.27
InternVL2.5-8B-MPO
2026.02
89.64
90.44
Qwen2-VL-2B
2026.02
87.25
83.67
HolmesVAU
2026.02
86.45
85.66
InternVL2.5-2B
2026.02
84.86
68.13
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