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Benchmarks
Video Anomaly Question Answering on MSAD
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89.58
Acc (w/o think)
SRVAU-R1
76.1536
79.6393
83.125
86.6107
Feb 1, 2026
Acc (w/o think)
Acc (w/ think)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Acc (w/o think)
Acc (w/ think)
SRVAU-R1
2026.02
89.58
91.25
VAU-R1
2026.02
88.33
87.08
Qwen2.5-VL-3B
2026.02
85.83
82.5
HolmesVAU
2026.02
85
86.25
Qwen2.5-VL-7B
2026.02
84.58
83.33
InternVL2.5-8B-MPO
2026.02
82.5
84.17
Qwen2-VL-2B
2026.02
77.08
72.5
InternVL2.5-2B
2026.02
76.67
72.08
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