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BUTTERFLY dataset and benchmarks · SOTA2 Research

Research Datasets

BUTTERFLY

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Butterfly Fine-grained OOD

41.5TNR@95%TPR

14

Butterfly Coarse-grained OOD

98.4TNR95

14

Out-of-distribution Discovery

Butterfly 200

18.9Discovery Rate

11

Ultrasound Image Classification

BUTTERFLY (test)

92.4Macro F1

10

ID Classification

Butterfly

90.1Accuracy

9

Butterfly-200

6.8OOD Detection Rate

8

BUTTERFLY

71Accuracy

5

Image Classification

Butterfly 200 (test)

80.35Accuracy

4

Popular tasks

OOD Detection Image Classification Clustering Ultrasound Image Classification Out-of-distribution Discovery

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