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ResearchFormerly WizWand

Lung Nodule Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

LUNA16 (10 folds)

Training-Free Guidance (TFG) of 3D Rectified Flow

42.05Mean DSC

11

Apr 10, 2026

0.232GED

10

Feb 26, 2026

LIDC-IDRI (test)

nnUNet + MS + SaTTCA

77.4Dice

9

Feb 26, 2026

LUNA16 Full (Average)

0.986Dice Score

2

Feb 26, 2026

LUNA16 Full (Split 3)

98.76Dice Score

2

Feb 26, 2026

LUNA16 Full (Split 2)

98.7Dice Score

2

Feb 26, 2026

LUNA16 Full (Split 1)

98.6Dice Score

2

Feb 26, 2026

LUNA16 Full (Split 0)

0.985Dice Score

2

Feb 26, 2026

LUNA16 Filtered (10 poor scans removed) (Average)

98.65Dice Score

2

Feb 26, 2026

LUNA16 Filtered (10 poor scans removed) (Split 3)

98.76Dice Score

2

Feb 26, 2026

LUNA16 Filtered (10 poor scans removed) (Split 2)

0.987Dice Score

2

Feb 26, 2026

LUNA16 Filtered (10 poor scans removed) (Split 1)

98.61Dice Score

2

Feb 26, 2026

LUNA16 Filtered (10 poor scans removed) (Split 0)

98.5Dice Score

2

Feb 26, 2026