Fine-grained Semantic Segmentation on PartNet 1.0 (test) benchmark leaderboard · SOTA2 Research

Fine-grained Semantic Segmentation on PartNet 1.0 (test)

76.8Shape mIoU: AvgPointNet++

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
PointCNN2018.12		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
SpiderCNN2018.12		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
PointNet2018.12		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
SpiderCNN2018.12		53.3	—	37.8	—	53.6	—	65.3	—	55	—	—	—	—	—	—	41.4	—	62.1	—	62.6	—	49.8	51.7	—	—
PointCNN2018.12		52.1	—	36.6	—	52.9	—	63.1	—	54.9	—	—	—	—	—	—	42.4	—	64.1	—	57.7	—	54.4	42.7	—	—
PointNet2018.12		50.1	—	—	—	52.4	—	60	—	47.1	—	—	—	—	—	—	43.5	—	64.3	—	63.9	—	48.8	50	—	—
PointCNN2018.12		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
PointNet2018.12		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
SpiderCNN2018.12		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