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Annotation Error Detection research benchmarks · SOTA2 Research

Annotation Error Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Cholec80 Mislabeled (test)

85.9EDA

6

Feb 26, 2026

17EDA

6

Feb 26, 2026

55.8EDA

6

Feb 26, 2026

EgoPER Pinwheel

59.6EDA

6

Feb 26, 2026

EgoPER Quesadilla

63.1EDA

6

Feb 26, 2026

89.7AP

6

Feb 26, 2026

99.3AP

6

Feb 26, 2026

33.3AP

6

Feb 26, 2026

99.5AP

6

Feb 26, 2026

53AP

6

Feb 26, 2026

86.6AP

6

Feb 26, 2026

98.7AP

6

Feb 26, 2026

Cholec80 Disordered (test)

74.5EDA

1

Feb 26, 2026

Popular datasets

EgoPER Cholec80 SST Conll GUM

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