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Mislabeled Data Detection on Mislabeled Data Detection VLM
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100
AUC
DataInf
70.776
78.363
85.95
93.537
Aug 13, 2025
AUC
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Recall
DataInf
VLM Model=Llama-3.2-11...
2025.08
100
100
HyperINF
VLM Model=Llama-3.2-11...
2025.08
100
100
For-Value
VLM Model=Llama-3.2-11...
2025.08
99.5
100
Hessian-free
VLM Model=Llama-3.2-11...
2025.08
96.2
95.5
Emb
VLM Model=Llama-3.2-11...
2025.08
93.3
99.6
For-Value
VLM Model=Qwen2.5-VL-3...
2025.08
88.5
99.9
HyperINF
VLM Model=Qwen2.5-VL-3...
2025.08
77
91.6
DataInf
VLM Model=Qwen2.5-VL-3...
2025.08
76
90.1
Emb
VLM Model=Qwen2.5-VL-3...
2025.08
74.1
53.3
Hessian-free
VLM Model=Qwen2.5-VL-3...
2025.08
71.9
76
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