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Papers Benchmarks Datasets Tasks

PAPILA dataset and benchmarks · SOTA2 Research

Research Datasets

PAPILA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interactive Segmentation

PAPILA

97.5Disc Dice

18

Glaucoma Classification

PAPILA

87.9AUROC

12

PAPILA

88.3Accuracy

9

PAPILA

87.7AUC

9

Optic Disc segmentation

Papila

96.3DSC

9

Optic Cup Segmentation

Papila

85.8DSC

9

Optic Disc and Cup Segmentation

PAPILA Zero-shot 488 samples

61.53Dice (Cup)

8

PAPILA (test)

87AUC

7

Glaucoma Screening

PAPILA (SMDG-19)

88.3Accuracy

4

Image Classification

PAPILA Retinology Fundus

88.3Accuracy

4

Glaucoma classification

PAPILA (test)

74.1AUROC

4

Medical Image Segmentation

PAPILA

99.4Dice

2

Disc segmentation

PAPILA (out-of-distribution)

0.961Dice Score

2

Medical Image Classification

PAPILA

78.57Accuracy

2

Popular tasks

OOD Detection Glaucoma Classification Image Classification Medical Image Segmentation Classification

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