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ResearchFormerly WizWand

Membership Inference on Video modality

100AUC-ROCFiMMIA
51.74464.27276.889.328Dec 2, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FiMMIAM_origin=Qwen2.5-VL-7B-Instruct, M_test=Qwen2.5-VL-7B-Instruct2025.12100
FiMMIAM_origin=LLaVA-NeXT-Video, M_test=LLaVA-NeXT-Video2025.12100
FiMMIAM_origin=LLaVA-NeXT-Video, M_test=LLaVA-NeXT-Video-DPO2025.12100
FiMMIAM_origin=LLaVA-NeXT-Video-DPO, M_test=LLaVA-NeXT-Video2025.12100
FiMMIAM_origin=LLaVA-NeXT-Video-DPO, M_test=LLaVA-NeXT-Video-DPO2025.12100
FiMMIAM_origin=Qwen2.5-VL-3B-Instruct, M_test=Qwen2.5-VL-7B-Instruct2025.1299.5
FiMMIAM_origin=Qwen2.5-VL-7B-Instruct, M_test=Qwen2.5-VL-3B-Instruct2025.1298.7
FiMMIAM_origin=Qwen2.5-VL-7B-Instruct, M_test=LLaVA-NeXT-Video2025.1296.5
FiMMIAM_origin=Qwen2.5-VL-3B-Instruct, M_test=Qwen2.5-VL-3B-Instruct2025.1295.9
FiMMIAM_origin=Qwen2.5-VL-7B-Instruct, M_test=LLaVA-NeXT-Video-DPO2025.1295.7
FiMMIAM_origin=Qwen2.5-VL-3B-Instruct, M_test=LLaVA-NeXT-Video2025.1291.7
FiMMIAM_origin=Qwen2.5-VL-3B-Instruct, M_test=LLaVA-NeXT-Video-DPO2025.1291.2
FiMMIAM_origin=LLaVA-NeXT-Video, M_test=Qwen2.5-VL-7B-Instruct2025.1271.5
FiMMIAM_origin=LLaVA-NeXT-Video, M_test=Qwen2.5-VL-3B-Instruct2025.1263.7
FiMMIAM_origin=LLaVA-NeXT-Video-DPO, M_test=Qwen2.5-VL-7B-Instruct2025.1256.2
FiMMIAM_origin=LLaVA-NeXT-Video-DPO, M_test=Qwen2.5-VL-3B-Instruct2025.1253.6