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

Semantic Segmentation on PartNet 1.0 (test)

65.5Average ScorePointNet++

Evaluation Results

Method	Links
PointNet++2018.12		65.5	59.7	51.8	53.2	67.3	68	48	80.6	89.7	59.3	68.5	64.7	62.4	62.2	64.9	39	96.6	55.7	83.9	51.8	87.4	58	69.5	64.3	64.4
PointCNN2018.12		64.3	66.5	55.8	49.7	61.7	69.6	42.7	82.4	92.2	63.3	64.1	68.7	72.3	70.6	62.6	21.3	97	58.7	86.5	55.2	92.4	61.4	47.3	66.8	63.4
SpiderCNN2018.12		60.4	57.2	55.5	54.5	70.6	67.4	33.3	70.4	90.6	52.6	46.2	59.8	63.9	64.9	37.6	30.2	97	49.2	83.6	50.4	75.6	61.9	50	62.9	63.8
PointCNN2018.12		59.8	66.5	46.8	45.8	61.7	53.6	39.5	68.7	87.4	50.2	56.5	64.6	72.3	70.6	48.4	21.4	97	59.7	86.5	46.9	92.4	56	22.6	60	61.2
PointNet++2018.12		58.1	59.7	40.3	47.3	67.3	50.3	44.8	62	85.2	47.1	53.5	58.6	62.4	62.2	49.5	32.3	96.6	50.8	83.9	43.4	87.4	49.4	48.2	55.5	57.1
PointNet2018.12		57.9	42.5	32	33.8	58	64.6	33.2	76	86.8	64.4	53.2	58.6	55.9	65.6	62.2	29.7	96.5	49.4	80	49.6	86.4	51.9	50.5	55.2	54.7
SpiderCNN2018.12		53.6	57.2	44.2	43.4	70.6	45.7	29.1	59.8	85.4	43.7	41.7	52	63.9	64.9	29.9	24.9	97	46.9	83.6	41.4	75.6	50.8	34.9	52.7	48.1
PointNet2018.12		51.2	42.5	21.8	31.7	58	43.5	30.8	60.2	81.7	44.4	43.3	53.1	55.9	65.6	47.6	25.2	96.5	42.8	80	39.5	86.4	44.8	37.9	45	49.6
PointCNN2018.12		46.5	—	42.6	—	—	47.4	—	65.1	—	49.4	—	—	—	—	—	22.9	—	62.2	—	—	—	42.6	57.2	29.1	—
PointCNN2018.12		46.4	—	41.9	41.8	—	43.9	36.3	58.7	—	82.5	37.8	48.9	60.5	—	—	34.1	20.1	—	58.2	—	42.9	49.4	21.3	53.1	58.9
PointNet++2018.12		44.5	—	38.8	—	—	43.6	—	55.3	—	49.3	—	—	—	—	—	32.6	—	48.2	—	—	—	41.9	49.6	41.1	—
PointNet++2018.12		42.5	—	30.3	41.4	—	39.2	41.6	50.1	—	80.7	32.6	38.4	52.4	—	—	34.1	25.3	—	48.5	—	36.4	40.5	33.9	46.7	49.8
SpiderCNN2018.12		41.7	—	40.8	—	—	39.6	—	59	—	48.1	—	—	—	—	—	24.9	—	47.6	—	—	—	34.8	46	34.5	—
PointNet2018.12		37.3	—	20.1	—	—	38.2	—	55.6	—	38.3	—	—	—	—	—	27	—	41.7	—	—	—	35.5	44.6	34.3	—
SpiderCNN2018.12		37	—	36.2	32.2	—	30	24.8	50	—	80.1	30.5	37.2	44.1	—	—	22.2	19.6	—	43.9	—	39.1	44.6	20.1	42.4	32.4
PointNet2018.12		35.6	—	13.4	29.5	—	27.8	28.4	30.8	—	48.9	76.5	30.4	33.4	47.6	—	32.9	18.9	—	37.2	—	33.5	38	29	34.8	44.4