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Fine-grained Semantic Segmentation on PartNet 1.0 (test)

76.8Shape mIoU: Avg

PointNet++

Updated 3d ago

Evaluation Results

Method	Links
PointNet++ 2018.12		76.8	72.7	54.7	85.8	78.5	84.5	74.1	81.9	90.7	73.5	77.8	73.6	64.2	62.5	75	65.5	96.6	80.3	90.9	72.1	87.5	61.2	86.7	71.5	81.4
PointCNN 2018.12		75.5	72	55.3	83.6	75	83.9	65.6	81.8	91.9	68.1	74.5	71.1	66.8	70.4	68.1	55.6	97.1	83.1	92.7	78.9	92.6	58.8	85.5	67.7	71.8
SpiderCNN 2018.12		73.9	72.9	55.9	86.1	83.4	83.8	72.1	73.3	90.4	60.4	70.6	71.5	71.6	64.6	42.1	59.1	97.1	78.6	91.6	68.7	77	64.2	83.8	74.4	79.5
PointNet 2018.12		71.8	59.3	39.6	81	78.5	81.8	67.1	78.9	88.2	71.1	68	67.5	58.5	65.6	66.5	46.5	96.5	75	84.2	79.6	86.5	55.9	85.6	66.7	76.3
PointNet++ 2018.12		54.7	-	34.8	-	54.9	-	60.6	-	57	-	-	-	-	-	-	56.8	-	63	-	58.4	-	52.9	53.6	-	-
PointNet++ 2018.12		53.4	-	25.1	61	49.6	46.1	52.5	81	48	56.1	60.4	-	-	-	49.1	46	-	54.3	-	50.7	-	50.6	47	54.7	75.1
SpiderCNN 2018.12		53.3	-	37.8	-	53.6	-	65.3	-	55	-	-	-	-	-	-	41.4	-	62.1	-	62.6	-	49.8	51.7	-	-
PointCNN 2018.12		52.1	-	36.6	-	52.9	-	63.1	-	54.9	-	-	-	-	-	-	42.4	-	64.1	-	57.7	-	54.4	42.7	-	-
PointNet 2018.12		50.1	-	-	-	52.4	-	60	-	47.1	-	-	-	-	-	-	43.5	-	64.3	-	63.9	-	48.8	50	-	-
PointCNN 2018.12		49.6	-	29.1	58.7	47.7	36.2	55.3	81.5	40.4	55.8	60.7	-	-	-	26.4	34.4	-	58.7	-	50.8	-	52.3	37.4	50.8	67
PointNet 2018.12		48.2	-	21.3	13	55.3	44.8	37.8	52.4	55.2	79	38.8	47.5	55.5	-	40	34.7	-	-	54.5	-	53.2	-	47.4	42.5	46.4
SpiderCNN 2018.12		48	-	27.2	52.8	44.7	44.2	51.1	77.2	40.7	47.5	53.7	-	-	-	27.3	35.7	-	54.4	-	52.4	-	53.1	43.3	48	62.3