Anomaly Detection on EyeCandies (I-AUROC & AUPRO@30%) benchmark leaderboard · SOTA2 Research

Anomaly Detection on EyeCandies (I-AUROC & AUPRO@30%)

52I-AUROC (Can. C.)MAFR

Evaluation Results

Method	Links
MAFR2026.06		52	92	70.2	84.5	77.1	69	87.5	95.2	64.1	80.8	75.7	59.1	53.3	65	62.3	84	91.2	90.9	75.4	86.8	70.9	80.7
MAFR2026.06		50.1	91.4	64.8	82.8	76.2	60.9	86.9	94.6	38.9	78.3	70.9	53.9	48.6	63.1	58.3	83.9	92.5	88.4	59.4	80.3	64.7	77.8
MAFR2026.06		49.9	92.6	74.7	87.3	81.1	70.8	87.5	96	79.3	84.8	77.6	62.4	61.3	73.3	68.6	84.9	96	93.1	80.5	90.2	75.7	83.5
CFM2026.06		49.8	91.3	84.3	85.2	74.1	74.3	87.7	92.3	77.1	79.6	64.2	67.7	59.8	68.5	54	83.9	86.6	91	63.8	83.4	70.1	81.7
CFM2026.06		49.6	90.1	55.8	83.8	61.4	70.1	87	90.7	65.4	79.1	73.4	56.4	55.5	61.7	52.2	85.5	67.5	79	64.2	78.9	63.2	77.5
CIF2026.06		48.2	87.4	81.8	78.1	74.6	58.4	97.9	88.9	61.9	68	69.8	58.1	73.3	63.9	61.8	88.1	94.2	86	87.4	78.8	75.1	75.6
CFM2026.06		47.5	90.9	85.3	85.5	76.5	72.6	90.6	94.4	76.9	80	62.6	68.5	65.9	73.5	70.6	85.7	92.2	93.2	78.1	87.1	74.6	83.1
CMDS-AD2026.06		45	94.9	91.7	91.3	95	81.7	88.6	92.6	80.6	86.9	85.4	71.6	85.6	85.8	67.7	89	98.1	94.3	89.1	89.1	82.7	87.7
CMDS-AD2026.06		42.9	93.3	80.5	90.9	90.2	81	88	92	84.8	84.8	75	65.8	81.1	80.9	72.2	88.5	98.6	93.5	88.6	87.7	80.2	85.8
M3DM2026.06		42.4	82.4	74.9	84.9	78.7	72.1	91.4	96.8	70.2	80.2	53.4	61.7	80.2	81.6	67.8	88.6	86.6	94.6	90.6	92.1	73.6	83.5
CMDS-AD2026.06		42.1	92.6	57.9	89.3	88.8	79.9	90.6	90.5	84.1	84.3	74.7	66.5	81	82.5	69.9	87.1	94.9	92.7	87.8	89.4	77.2	85.5
CIF2026.06		41.8	87	79	76.9	78.6	57.9	94.1	85.5	71.3	61	70.9	52.4	55.7	59.9	66.4	86.8	84.5	71.8	93.6	74.3	73.6	71.3
M3DM2026.06		38.9	81.1	67.5	84.4	81.1	68.6	92.3	97.3	61.7	76.1	53.6	57.6	59.4	72.8	64	85.6	76.5	89.3	86.9	90.8	68.2	80.4
CIF2026.06		38.1	88.4	81.8	71.4	70.2	56.3	84	86.9	59.6	63.9	59.7	50.6	58.1	55.7	68.6	85.8	89.1	65.7	85.4	67.1	69.5	69.2
M3DM2026.06		36.2	86.8	66.9	82.5	73.1	70.6	84.8	94.2	71.3	74.9	50.2	54.8	57.4	71	59.9	84.2	60.3	89.8	81	90	64.1	79.9