notesum.ai

Published at December 5

Towards Zero-shot 3D Anomaly Localization

cs.CV

Released Date: December 5, 2024

Authors: Yizhou Wang¹, Kuan-Chuan Peng², Yun Fu¹

Aff.: ¹Northeastern University; ²Mitsubishi Electric Research Laboratories

Arxiv: http://arxiv.org/pdf/2412.04304v1

Refer to caption

train\test	bagel	cable	carrot	cookie	dowel	foam	peach	potato	rope	tire	mean (3DzAL )	BTF	3DSR
bagel	-	78.6	91.9	89.3	81.6	48.3	91.2	96.5	82.0	86.7	82.9 ( $\uparrow$ 2.4)	80.5	7.9
cable	31.5	-	87.1	48.6	81.0	56.6	65.4	89.4	81.8	80.7	69.1 ( $\uparrow$ 0.9)	68.2	6.6
carrot	45.4	77.2	-	52.9	82.3	46.3	67.3	91.3	84.4	89.3	70.7 ( $\uparrow$ 2.1)	68.6	21.7
cookie	70.6	76.8	91.5	-	81.0	46.5	82.9	91.7	84.4	89.2	79.4 ( $\uparrow$ 5.5)	73.9	8.3
dowel	15.1	76.7	89.8	20.8	-	46.4	49.0	84.5	82.3	89.3	61.5 ( $\uparrow$ 4.1)	57.4	35.4
foam	25.6	77.6	86.0	9.4	80.1	-	57.0	79.4	79.8	83.9	64.3 ( $\uparrow$ 3.3)	61.0	0.5
peach	81.3	78.8	92.4	84.8	82.7	51.8	-	97.9	82.9	89.2	82.4 ( $\uparrow$ 3.5)	78.9	14.2
potato	78.0	78.1	96.7	80.0	81.5	46.4	88.8	-	82.7	88.1	80.0 ( $\uparrow$ 1.7)	78.3	13.2
rope	13.4	76.3	87.7	9.0	80.5	45.8	47.7	82.7	-	89.4	59.2 ( $\uparrow$ 7.2)	52.0	19.3
tire	14.9	76.7	87.8	6.5	80.8	47.0	48.4	83.7	80.8	-	58.5 ( $\uparrow$ 4.7)	53.8	23.8