Shape Part Segmentation on ShapeNet Parts 44 (test) benchmark leaderboard · SOTA2 Research

Shape Part Segmentation on ShapeNet Parts 44 (test)

86.6mIoU (Instance)PT

Evaluation Results

Method	Links
PT2021.11		86.6	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
PCT2021.11		86.4	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
RS-CNN2021.11		86.2	84	83.5	84.8	88.8	79.6	91.2	81.1	91.6	88.4	86	96	73.7	94.1	83.4	60.5	77.7	80.8
PAConv2021.11		86	84.2	84.3	85	89	81.2	91.9	71.5	91.3	88.1	86.3	95.8	64.6	95.8	83.6	62.2	77.6	73.7
PAConv2021.11		85.8	83.8	83.9	87.4	88.5	79	90.4	77.1	91.9	87.8	81.6	95.9	73	94.7	84.1	59.9	81.8	83.8
DSPoint2021.11		85.8	83.9	84.1	84.6	88.2	79.2	90.3	77.9	91.7	88.1	81.6	95.9	72.6	94.9	84.4	64.4	83.6	83.9
DGCNN2021.11		85.2	82.3	84	83.4	86.7	77.8	90.6	74.7	91.2	87.5	82.8	95.7	66.3	94.9	81.1	63.5	74.5	82.6
P2Sequence2021.11		85.2	—	82.6	81.8	87.5	77.3	90.8	77.1	91.1	86.9	83.9	95.7	70.8	94.6	79.3	58.1	75.2	82.8
PointNet++2021.11		85.1	81.9	82.4	79	87.7	77.3	90.8	71.8	91	85.9	83.7	95.3	71.6	94.1	81.3	58.7	76.4	82.6
SO-Net2021.11		84.6	—	81.9	83.5	84.8	78.1	90.8	72.2	90.1	83.6	82.3	95.2	69.3	94.2	80	51.6	72.1	82.6
PointNet2021.11		83.7	80.4	83.4	78.7	82.5	74.9	89.6	73	91.5	85.9	80.8	95.3	65.2	93	81.2	57.9	72.8	80.6