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Corruption Detection (Feature-noise) on ImageNet100 (test)

86.4F1-score

NDDV

Updated 23d ago

Evaluation Results

Method	Links
NDDV 2024.04		86.4	5.8
Data-OOB 2024.04		80.6	-
NDDV 2024.04		62	-
NDDV 2024.04		57	-
LOO 2024.04		53	-
LOO 2024.04		51	-
Data Banzhaf 2024.04		50	-
Influence Function 2024.04		47	-
Data-OOB 2024.04		46	-
NDDV 2024.04		45	-
LOO 2024.04		43	-
Data-OOB 2024.04		43	-
KNN Shapley 2024.04		40	-
KNN Shapley 2024.04		39	-
Influence Function 2024.04		37	-
Data-OOB 2024.04		37	-
Influence Function 2024.04		35	-
KNN Shapley 2024.04		35	-
NDDV 2024.04		34	-
LOO 2024.04		33	-
Data Banzhaf 2024.04		33	-
Data-OOB 2024.04		32	-
Influence Function 2024.04		30	-
NDDV 2024.04		30	-
Data Banzhaf 2024.04		28	-
NDDV 2024.04		28	-
KNN Shapley 2024.04		27	-
Data-OOB 2024.04		21	-
LOO 2024.04		18	-
Data Shapley 2024.04		18	-
Beta Shapley 2024.04		18	-
AME 2024.04		18	-
KNN Shapley 2024.04		17	-
Data Banzhaf 2024.04		15	-
Influence Function 2024.04		15	-
KNN Shapley 2024.04		15	-
Data-OOB 2024.04		15	-
Data Shapley 2024.04		10	-
Beta Shapley 2024.04		10	-
Influence Function 2024.04		10	-
LOO 2024.04		9	-
AME 2024.04		9	-
Data Banzhaf 2024.04		7	-
Data Shapley 2024.04		1	-
Data Shapley 2024.04		1	-
Data Shapley 2024.04		1	-
Data Shapley 2024.04		1	-
Beta Shapley 2024.04		1	-
Beta Shapley 2024.04		1	-
Beta Shapley 2024.04		1	-
Beta Shapley 2024.04		1	-
Data Banzhaf 2024.04		1	-
AME 2024.04		1	-
AME 2024.04		1	-
AME 2024.04		1	-
AME 2024.04		1	-