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Retinal Anomaly Detection on OCTDL (test)

94.7F1 Score

NFM-DRA

Updated 4d ago

Evaluation Results

Method	Links
NFM-DRA 2025.07		94.7	61.4	99.2
PatchCore 2025.07		92.2	45.2	98.1
SoftPatch 2025.07		90.4	33.7	97.2
DRA 2025.07		89.6	15.1	99.8
EDC 2025.07		88.1	0	100
DDAD-ASR 2025.07		88.1	0	100
SimpleNet 2025.07		84.8	83.4	76.8
SimpleNet 2025.07		72.2	83.4	77.6
NFM-DRA 2025.07		69	61.4	98.6
SimpleNet 2025.07		66.9	83.4	75.5
SimpleNet 2025.07		66.7	83.4	77.2
NFM-DRA 2025.07		65.9	61.4	89.7
NFM-DRA 2025.07		65.8	61.4	95.9
SimpleNet 2025.07		60.6	83.4	75
PatchCore 2025.07		60.3	45.2	96.6
PatchCore 2025.07		59.8	45.2	89.8
PatchCore 2025.07		59	45.2	91
SimpleNet 2025.07		58.6	83.4	56.1
NFM-DRA 2025.07		58.2	61.4	93.1
SoftPatch 2025.07		56.6	33.7	96.5
SoftPatch 2025.07		55.8	33.7	96.6
SoftPatch 2025.07		54.9	33.7	91.6
DRA 2025.07		53.4	15.1	98.9
NFM-DRA 2025.07		53.2	61.4	97.4
DRA 2025.07		51.4	15.1	97.4
DRA 2025.07		51	15.1	100
EDC 2025.07		50.8	0	100
DDAD-ASR 2025.07		50.8	0	100
PatchCore 2025.07		49.9	45.2	93.1
EDC 2025.07		48.3	0	100
DDAD-ASR 2025.07		48.3	0	100
EDC 2025.07		47	0	100
DDAD-ASR 2025.07		47	0	100
SoftPatch 2025.07		46.4	33.7	96
PatchCore 2025.07		44.6	45.2	96.2
DRA 2025.07		41.7	15.1	100
SimpleNet 2025.07		41.2	83.4	90.9
SoftPatch 2025.07		40	33.7	97.4
EDC 2025.07		37.8	0	100
DDAD-ASR 2025.07		37.8	0	100
DRA 2025.07		35	15.1	100
EDC 2025.07		31.4	0	100
DDAD-ASR 2025.07		31.4	0	100
NFM-DRA 2025.07		24.6	61.4	95.5
PatchCore 2025.07		19.5	45.2	100
SoftPatch 2025.07		16.7	33.7	100
DRA 2025.07		12.9	15.1	95.5
EDC 2025.07		11.7	0	100
DDAD-ASR 2025.07		11.7	0	100