Our new X account is live! Follow @wizwand_team for updates

Part Segmentation on ShapeNet part

87.4mIoU

PartNet

Updated 4d ago

Evaluation Results

Method
PartNet 2019.03	87.4	87.8	86.7	89.7	80.5	91.9	75.7	91.8	85.9	83.6	97	74.6	97.3	83.6	64.6	78.4	85.8
PVT 2021.08	86.6	85.3	82.1	88.7	82.1	92.4	75.5	91	88.9	85.6	95.4	76.2	94.7	84.2	65	75.3	81.7
PCT 2020.12	86.4	85	82.4	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	83.7
PCT 2021.08	86.4	85	82.4	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
PVCNN 2019.07	86.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RS-CNN 2020.12	86.2	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	83.6
RS-CNN 2021.08	86.2	83.5	84.8	88.8	79.6	91.2	81.1	91.6	88.4	86	96.1	73.7	94.1	83.4	60.5	77.7	83.6
PointCNN 2018.01	86.1	84.1	86.45	86	80.8	90.6	79.7	92.3	88.4	85.3	96.1	77.2	95.3	84.2	64.2	80	83
PointCNN 2019.07	86.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PointCNN 2020.12	86.1	84.1	86.5	86	80.8	90.6	79.7	92.3	88.4	85.3	96.1	77.2	95.2	84.2	64.2	80	83
PointASNL 2020.12	86.1	84.1	84.7	87.9	79.7	92.2	73.7	91	87.2	84.2	95.8	74.4	95.2	81	63	76.3	83.2
PointCNN 2019.03	86.1	84.1	86.4	86	80.8	90.6	79.7	92.3	88.4	85.3	96.1	77.2	95.3	84.2	64.2	80	83
PointASNL 2021.08	86.1	84.1	84.7	87.9	79.7	92.2	73.7	91	87.2	84.2	95.8	74.4	95.2	81	63	76.3	83.2
SSCN 2019.03	86	84.1	83	84	80.8	91.4	78.2	91.6	89.1	85	95.8	73.7	95.2	84	58.5	76	82.7
O-CNN 2019.03	85.9	85.5	87.1	84.7	77	91.1	85.1	91.9	87.4	83.3	95.4	56.9	96.2	81.6	53.5	74.1	84.4
PT 2021.08	85.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SPCT 2020.12	85.8	84.5	83.5	85.9	78.7	90.9	75.1	92.1	87	85	95.9	69.6	94.5	82.2	61.4	76	83
PointConv 2020.12	85.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PVCNN 2019.07	85.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SPLATNet 2019.03	85.4	83.2	84.3	89.1	80.3	90.7	75.5	92.1	87.1	83.9	96.3	75.6	95.8	83.8	64	75.5	81.8
SpiderCNN 2019.07	85.3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DGCNN 2018.01	85.2	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
PVCNN 2019.07	85.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DGCNN 2020.12	85.2	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
P2Sequence 2020.12	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
NPCT 2020.12	85.2	83.2	74.5	86.7	76.8	90.7	75.4	91.1	87.3	84.5	95.7	65.2	93.7	82.7	56.9	73.8	83
PointNet++ 2018.01	85.1	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
PCNN 2018.01	85.1	82.4	80.1	85.5	79.5	90.8	73.2	91.3	86	85	95.7	73.2	94.8	83.3	51	75	81.8
PointNet++ 2019.07	85.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
DGCNN 2019.07	85.1	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PointNet++ 2020.12	85.1	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
PCNN 2020.12	85.1	82.4	80.1	85.5	79.5	90.8	73.2	91.3	86	85	95.7	73.2	94.8	83.3	51	75	81.8
PointNet++ 2019.03	85.1	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
PCNN 2019.03	85.1	82.4	80.1	85.5	79.5	90.8	73.2	91.3	86	85	95.7	73.2	94.8	83.3	51	75	81.8
P2Sequence 2021.08	85.1	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
RSNet 2019.07	84.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SO-Net 2020.12	84.9	82.8	77.8	88	77.3	90.6	73.5	90.7	83.9	82.8	94.8	69.1	94.2	80.9	53.1	72.9	83
3D-UNet 2019.07	84.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
LocalFeatureNet 2018.01	84.3	86.1	73	54.9	77.4	88.8	55	90.6	86.5	75.2	96.1	57.3	91.7	83.1	53.9	72.5	83.8
PointNet 2018.01	83.7	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
PointNet 2019.07	83.7	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PointNet 2020.12	83.7	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
PointNet 2019.03	83.7	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
PointNet 2021.08	83.7	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
KD-Net 2018.01	82.3	80.1	74.6	74.3	70.3	88.6	73.5	90.2	87.2	81	94.9	57.4	86.7	78.1	51.8	69.9	80.3
Kd-Net 2020.12	82.3	80.1	74.6	74.3	70.3	88.6	73.5	90.2	87.2	81	94.9	57.4	86.7	78.1	51.8	69.9	80.3