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Benchmarks
Membership Inference on Video modality
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100
AUC-ROC
FiMMIA
51.744
64.272
76.8
89.328
Dec 2, 2025
AUC-ROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC-ROC
FiMMIA
M_origin=Qwen2.5-VL-7B...
2025.12
100
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
100
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
100
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
100
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
100
FiMMIA
M_origin=Qwen2.5-VL-3B...
2025.12
99.5
FiMMIA
M_origin=Qwen2.5-VL-7B...
2025.12
98.7
FiMMIA
M_origin=Qwen2.5-VL-7B...
2025.12
96.5
FiMMIA
M_origin=Qwen2.5-VL-3B...
2025.12
95.9
FiMMIA
M_origin=Qwen2.5-VL-7B...
2025.12
95.7
FiMMIA
M_origin=Qwen2.5-VL-3B...
2025.12
91.7
FiMMIA
M_origin=Qwen2.5-VL-3B...
2025.12
91.2
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
71.5
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
63.7
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
56.2
FiMMIA
M_origin=LLaVA-NeXT-Vi...
2025.12
53.6
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