Unsupervised Brain MRI Anomaly Detection on BRATS benchmark leaderboard · SOTA2 Research

Unsupervised Brain MRI Anomaly Detection on BRATS

64.72DicecDDPM SSMHD

Evaluation Results

Method	Links
cDDPM SSMHD2024.07		64.72	69.34
DAE2024.07		62.93	47.57
cDDPM Smean2024.07		58.53	61.28
cDDPM SMHD2024.07		58.47	68.55
FAE2024.07		44.6	58.53
pDDPM2024.07		43.75	59.14
PII2024.07		40.83	53.39
AE2024.07		36.69	54.26
VAE2024.07		36.04	54.39
DDPM2024.07		32.84	54.31
DRAEM2024.07		32.75	47.57
RD2024.07		32.57	36.49
cDDPM2024.07		27.13	19.42
CM2024.07		20.47	49.46