dsba-lab/project_lg_welding_ad

LG전자 생산기술원 용접 비파괴 검사 시스템 이상감지 알고리즘 과제 (2023)

project_lg_welding_ad's Issues

[MVTec] No Adapter + default prompt results

objects	auroc_px	f1_px	ap_px	aupro	auroc_sp	f1_sp	pr_sp
bottle	90.9	53.2	54.6	75.7	96.3	96.8	99
cable	67.7	23	14.7	66.3	87.8	86	91.9
capsule	82.8	14.9	7.9	52.4	79.1	92.7	94.5
carpet	95.6	42.5	34.5	85.1	99.3	99.4	99.8
grid	95.7	22.3	14.5	87.1	98.1	96.4	99.4
hazelnut	93.8	32.5	25	75.6	94	89.4	96.9
leather	98.7	36.3	31.5	94.4	100	100	100
metal_nut	71.4	29.6	21.8	46.5	97.4	96.7	99.4
pill	79.5	18.4	13.7	69.8	86.6	91.8	97.2
screw	88.5	13.5	5.4	60.1	78	87.1	92.1
tile	77	35.9	27.7	54.3	100	99.4	100
toothbrush	91.6	20.6	10.7	80.1	92.2	93.1	96.9
transistor	75.6	24.6	18.5	50.9	86.4	77.9	86.4
wood	95.1	49.7	55.7	75.1	99.3	98.3	99.8
zipper	94.3	35.1	24.4	82.2	92.9	93.3	97.8
mean	86.6	30.1	24	70.4	92.5	93.2	96.7

test