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Binary Safety-Critical Event Identification on Nexar video only
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85.7
Precision (y=1)
InternVL 3.5
57.204
64.602
72
79.398
May 21, 2026
Precision (y=1)
Recall (y=1)
Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Precision (y=1)
Recall (y=1)
Accuracy
InternVL 3.5
Size=8B
2026.05
85.7
7.9
52.9
DoRA-adapted QwenVL-2.5
Size=7B
2026.05
85.6
63.1
76.1
QwenVL 3.5
Size=8B
2026.05
79.2
25
58.9
QwenVL 2.5
Size=7B
2026.05
77.7
27.6
59.6
Sonnet 4.5
Size=-
2026.05
75
35.5
61.5
Nova Pro
Size=-
2026.05
64
21.1
54.3
Molmo 2
Size=8B
2026.05
58.8
92.1
63.6
MiniCPM-V 4.5
Size=8B
2026.05
58.3
18.4
52.3
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