Anomaly Localization on MAD (Per-Class Metrics) benchmark leaderboard · SOTA2 Research

Anomaly Localization on MAD (Per-Class Metrics)

99.5GorillaOmniposeAD

Evaluation Results

Method	Links
OmniposeAD2023.10		99.5	98.2	97.4	99.1	98.3	95.7	99.4	98.5	98.8	97.7	97.7	99.1	99.4	99	99.5	97.7	95.9	98	99.3	98.8	97.8
CFlow2023.10		94.7	89.9	87.3	90.2	89.2	91.8	94.6	93.3	93.1	94.3	97.1	89.4	87.3	72.4	86.8	94.7	91.9	95.8	92.2	89.6	90.8
OCRGAN2023.10		94.2	86.7	88.9	76.7	89.4	99.1	90.1	91.7	72.2	98.9	93.6	94.4	86.8	91.7	66.5	91.3	97.6	98.5	83.1	78.9	88.5
STFPM2023.10		93.8	89.3	86	91	88.6	90.6	91.8	89.3	90.8	93.2	94.2	86.2	86.1	76.8	84	93.7	90.7	94.2	90.6	84.9	89.3
UniAD2023.10		93.4	86.8	85.4	88.9	90.7	91.1	92.8	90.3	90.6	92.9	94.8	86.7	84.7	70.7	85.6	93.8	92.2	93.6	90.9	87.1	89.1
FAVAE2023.10		92.1	88	85.3	89.9	90.1	91.6	96.7	94.5	87.4	94.3	92.2	86.4	92.4	72	87.7	94	88.4	92.7	90.1	85.6	89.4
Fastflow2023.10		91.4	77.9	85	83.9	86.5	90.4	90.7	88.7	89.5	91	93.6	84.6	85.7	76.8	84	93.7	74.3	92.9	85	80.3	86.1
CFA2023.10		91.4	85.2	83.7	88.7	87.9	92.2	93.9	88	95	94.1	95.6	87.7	87	77.8	83.7	95	92.2	96.2	90.7	82.3	89.8
Patchcore2023.10		88.4	58.9	66.1	77.5	60.9	88.6	86.3	69.4	73.5	79.9	83.5	64.9	62.4	56.2	70.7	85.6	79.9	91.9	79.5	73.3	74.7
DRAEM2023.10		77.7	26	47.8	45.3	55.9	60.3	78.9	26.2	75.9	70.5	65.6	66.6	38.7	55.9	34.4	79.4	79.7	89.2	39.2	45.8	58
Cutpaste2023.10		36.1	69.6	40.9	77.2	66.8	71.7	51.9	71.2	57.2	67.2	52.3	43.5	53.1	56.9	55.4	58.3	71.2	73.3	68.8	43.2	59.3