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Papers Benchmarks Datasets Tasks

Leuven-Haifa dataset and benchmarks · SOTA2 Research

Research Datasets

Leuven-Haifa

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Artery-vein segmentation

Leuven-Haifa

78.6Dice (Arteries)

3

Bifurcation Detection

Leuven-Haifa Vein 240 CFIs

7.64MAE

3

Bifurcation Detection

Leuven-Haifa Artery 240 CFIs

6.43MAE

3

Median Bifurcation Angle Extraction

Leuven-Haifa 240 CFIs (Vein)

6.56MAE

3

Mean Bifurcation Angle Extraction

Leuven-Haifa Vein 240 CFIs

6.76MAE

3

Median Bifurcation Angle Extraction

Leuven-Haifa 240 CFIs (Artery)

7.24MAE

3

Mean Bifurcation Angle Extraction

Leuven-Haifa Artery 240 CFIs

7.11MAE

3

Length-Weighted Tortuosity Extraction

Leuven-Haifa Vein 240 CFIs

0.019MAE

3

Length-Weighted Tortuosity Extraction

Leuven-Haifa 240 CFIs (Artery)

0.023MAE

3

Median Inflection Count Extraction

Leuven-Haifa Vein 240 CFIs

0.62MAE

3

Median Inflection Count Extraction

Leuven-Haifa Artery 240 CFIs

0.51MAE

3

Median Curvature Extraction

Leuven-Haifa Vein 240 CFIs

1.19MAE

3

Median Curvature Extraction

Leuven-Haifa Artery 240 CFIs

1.01MAE

3

Median Tortuosity Extraction

Leuven-Haifa Vein 240 CFIs

0.004MAE

3

Median Tortuosity Extraction

Leuven-Haifa Artery 240 CFIs

0.006MAE

3

Vessel Caliber Standard Deviation Extraction

Leuven-Haifa 240 CFIs (Vein)

0.49MAE

3

Median Vessel Caliber Extraction

Leuven-Haifa Vein 240 CFIs

1.5MAE

3

Vessel Caliber Standard Deviation Extraction

Leuven-Haifa 240 CFIs (Artery)

0.43MAE

3

Median Vessel Caliber Extraction

Leuven-Haifa Artery 240 CFIs

1.33MAE

3

Vascular Density Extraction

Leuven-Haifa Vein 240 CFIs

0.58MAE

3

Vascular Density Extraction

Leuven-Haifa Artery 240 CFIs

0.58MAE

3

Central Retinal Equivalent (CRE) Extraction

Leuven-Haifa Vein 240 CFIs

1.98MAE

3

Central Retinal Equivalent (CRE) Extraction

Leuven-Haifa Artery 240 CFIs

1.81MAE

3

Temporal Angle Extraction

Leuven-Haifa Vein 240 CFIs

3.02MAE

3

Temporal Angle Extraction

Leuven-Haifa Artery 240 CFIs

3.44MAE

3

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Popular tasks

Temporal Angle Extraction Central Retinal Equivalent (CRE) Extraction Vascular Density Extraction Median Vessel Caliber Extraction Vessel Caliber Standard Deviation Extraction

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