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Classification on ModelNet40 (test)

94.2Accuracy

CurveNet

Updated 3d ago

Evaluation Results

Method
CurveNet 2021.09	94.2	-	-	-	-	-
SAMBLE 2025.04	94.2	-	-	-	-	-
PAConv 2021.09	93.9	-	-	-	-	-
CurveNet 2025.04	93.8	-	-	-	-	-
DeltaConv 2025.04	93.8	-	-	-	-	-
APES 2025.04	93.8	-	-	-	-	-
GBNet 2021.11	93.8	91	-	-	-	-
CurveNet 2021.11	93.8	-	-	-	-	-
DeltaNet 2021.11	93.8	91.2	-	-	-	-
Point Trans. 2021.09	93.7	90.6	-	-	-	-
PT2 2025.04	93.7	-	-	-	-	-
PRA-Net 2025.04	93.7	-	-	-	-	-
PointTransformer 2021.11	93.7	90.6	-	-	-	-
RS-CNN 2021.11	93.6	-	-	-	-	-
PAConv 2021.11	93.6	-	-	-	-	-
Simpleview 2021.11	93.6	-	-	-	-	-
Point Voxel Transformer 2021.11	93.6	-	-	-	-	-
APES 2025.04	93.5	-	-	-	-	-
MD 2021.09	93.39	90.26	-	-	-	-
PCT 2025.04	93.2	-	-	-	-	-
PointNeXt 2025.04	93.2	-	-	-	-	-
DensePoint 2021.11	93.2	-	-	-	-	-
KPConv 2020.04	92.9	-	-	-	-	-
DGCNN 2021.09	92.9	90.2	-	-	-	-
DGCNN 2025.04	92.9	-	-	-	-	-
DGCNN 2021.11	92.9	90.2	-	-	-	-
KPConv rigid 2021.11	92.9	-	-	-	-	-
PT1 2025.04	92.8	-	-	-	-	-
MD 2021.09	92.74	89.88	-	-	-	-
KPConv deform 2021.11	92.7	-	-	-	-	-
ConvPoint 2020.04	92.5	89.6	-	-	-	-
FKAConv 2020.04	92.5	89.9	-	-	-	-
FKAConv 2020.04	92.5	89.7	-	-	-	-
PointConv 2025.04	92.5	-	-	-	-	-
SpiderCNN 2025.04	92.4	-	-	-	-	-
DGCNN 2020.04	92.2	90.2	-	-	-	-
PointCNN 2020.04	92.2	88.1	-	-	-	-
PointCNN 2021.12	92.2	-	-	-	-	-
DGCNN 2021.12	92.2	-	-	-	-	-
PCNN by Ext 2021.09	92.2	-	-	-	-	-
PointCNN 2021.11	92.2	88.1	-	-	-	-
VIP-GAN 2018.11	91.98	-	-	-	-	-
PointNet++ 2018.11	91.9	-	-	-	-	-
PointNet++ 2021.09	91.9	-	-	-	-	-
PointNet++ 2025.04	91.9	-	-	-	-	-
SpecGCN 2021.09	91.5	-	-	-	-	-
MVCNN-Multi 2018.11	91.4	-	-	-	-	-
VRN 2018.11	91.33	-	-	-	-	-
VIP-GAN (+SN55) 2018.11	91.25	-	-	-	-	-
PSG-Net 2021.12	90.9	-	-	-	-	-
Pairwise 2018.11	90.7	-	-	-	-	-
PANORAMA 2018.11	90.7	-	-	-	-	-
PointNet++ 2020.04	90.7	-	-	-	-	-
PointNet++ 2021.12	90.7	-	-	-	-	-
PointNet++ 2021.11	90.7	-	-	-	-	-
RotationNet 2018.11	90.65	-	-	-	-	-
SA-Net-cls 2021.12	90.6	-	-	-	-	-
DGCNN 2023.10	90.3	-	-	-	-	-
VN-DGCNN 2023.10	90.2	-	-	-	-	-
VIP-GAN (SN55) 2018.11	90.19	-	-	-	-	-
MVCNN 2018.11	90.1	-	-	-	-	-
MVCNN 2020.04	90.1	-	-	-	-	-
GIFT 2018.11	89.5	-	-	-	-	-
VN-DGCNN 2023.10	89.5	-	-	-	-	-
VN-DGCNN 2023.10	89.5	-	-	-	-	-
Subvolume 2020.04	89.2	-	-	-	-	-
PointNet 2020.04	89.2	86.2	-	-	-	-
PointNet 2021.12	89.2	-	-	-	-	-
PointNet 2021.09	89.2	86	-	-	-	-
PointNet 2025.04	89.2	-	-	-	-	-
3D-PointCapsNet 2021.12	88.9	-	-	-	-	-
DGCNN 2023.10	88.6	-	-	-	-	-
FNet 2018.11	88.4	-	-	-	-	-
FoldingNet 2021.12	88.4	-	-	-	-	-
PCGAN 2021.12	87.8	-	-	-	-	-
L-GAN (MN40) 2021.12	87.3	-	-	-	-	-
LGAN(MN40) 2018.11	87.27	-	-	-	-	-
PointFlow 2021.12	86.8	-	-	-	-	-
MRTNet-VAE 2021.12	86.4	-	-	-	-	-
VoxNet 2021.09	85.9	83	-	-	-	-
PointNet 2023.10	85.9	-	-	-	-	-
PointGrow 2021.12	85.8	-	-	-	-	-
LGAN 2018.11	85.7	-	-	-	-	-
L-GAN 2021.12	85.7	-	-	-	-	-
3DShapeNets 2021.09	84.7	77.3	-	-	-	-
FoldingNet (MN40) 2021.12	84.4	-	-	-	-	-
FNet(MN40) 2018.11	84.36	-	-	-	-	-
Seg-NN 2024.04	84.2	-	-	306	-	-
3DGAN 2018.11	83.3	-	-	-	-	-
Point-NN 2024.04	81.8	-	-	209	-	-
VN-PointNet 2023.10	77.5	-	-	-	-	-
VN-PointNet 2023.10	77.5	-	-	-	-	-
VN-PointNet 2023.10	77.2	-	-	-	-	-
Vconv-DAE 2018.11	75.5	-	-	-	-	-
LFD 2018.11	75.47	-	-	-	-	-
PointNet 2023.10	74.7	-	-	-	-	-
T-L 2018.11	74.4	-	-	-	-	-
DGCNN 2023.10	33.8	-	-	-	-	-
PointNet 2023.10	19.6	-	-	-	-	-
w/o pre-training 2023.07	-	87.8	5.2	-	-	-

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