Anomaly Detection on MVTec 1.0 (full) benchmark leaderboard · SOTA2 Research

Anomaly Detection on MVTec 1.0 (full)

99.8Bottle AUROCRegAD

Evaluation Results

Method	Links
RegAD2022.07		99.8	80.6	76.3	98.5	91.5	96.5	100	98.3	80.6	63.4	97.4	98.5	93.4	99.4	94	91.2
RegAD2022.07		99.4	65.1	67.5	96.5	84	96	99.4	91.4	81.3	52.5	94.3	86.6	86	99.2	86.3	85.7
RegAD2022.07		99.4	76.1	72.4	97.9	91.2	95.8	100	94.6	80.8	56.6	95.5	90.9	85.2	98.6	88.5	88.2
DiffNet+2022.07		99.4	87.9	78.6	78.5	78.5	97.9	92.2	67.6	82.1	75	99.6	60.8	63.3	99.4	87.3	83.2
DiffNet+2022.07		99.3	85.3	73	78.4	62.1	94.9	90.7	61.9	83.2	73.4	97	60.8	61.8	98.1	89.2	80.6
DiffNet+2022.07		99.3	85.2	80.3	78.6	60.5	95.8	91.2	67.3	84	72.5	98	62.5	62.2	96.4	84.8	81.3
TDG+2022.07		70.3	74.7	44.7	78.2	87.6	82.8	93.5	68.7	67.9	99	87.4	57.6	71.5	98.4	66.3	76.6
TDG+2022.07		69.6	70.3	47.6	68.7	86.2	71.2	93.2	69.2	64.7	98.8	87.2	57.8	67.7	98.3	65.3	74.4
TDG+2022.07		69.3	68.3	55.1	66.2	83.8	67.2	93.6	67.1	69.2	98.8	86.3	54.4	55.9	98.4	64.4	73.2