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3D Object Classification on ModelNet40 (test)

97.7Accuracy

CARNet

Updated 15d ago

Evaluation Results

Method
CARNet 2021.10	97.7	-	-	-	-	-	-	-
CAR-Net 2022.11	97.7	-	-	-	-	-	-	-
R2-MLP-36 2022.11	97.7	-	-	-	-	-	-	-
View-GCN 2022.11	97.6	-	-	-	-	-	-	-
MVT-small 2021.10	97.5	-	-	-	-	-	-	-
MVT-small 2022.11	97.5	-	-	-	-	-	-	-
RotationNet 2021.10	97.4	-	-	-	-	-	-	-
RotationNet 2022.11	97.4	-	-	-	-	-	-	-
Ours (repr. + graph) 2021.03	96.9	94.1	-	-	-	-	-	-
Ours (repr. + graph) 2021.03	95.9	93.1	-	-	-	-	-	-
HybridNet 2024.10	95.9	-	-	-	-	-	-	-
Mamba3d 2024.10	95.6	-	-	-	-	-	-	-
Mamba3d 2024.10	95.4	-	-	-	-	-	-	-
HybridNet 2024.10	95.4	-	-	-	-	-	-	-
CARNet 2021.10	95.2	-	-	-	-	-	-	-
CAR-Net 2022.11	95.2	-	-	-	-	-	-	-
Ours (repr.) 2021.03	95.1	92	-	-	-	-	-	-
Mamba3d 2024.10	95.1	-	-	-	-	-	-	-
R2-MLP-36 2022.11	95	-	-	-	-	-	-	-
R2-MLP-36 2022.11	94.7	-	-	-	-	-	-	-
PointMLP + ULIP 2022.12	94.7	92.4	-	-	-	-	-	-
Mamba3d 2024.10	94.7	-	-	-	-	-	-	-
PointMLP 2022.10	94.5	-	-	-	-	-	-	-
PointMLP 2022.12	94.5	91.4	-	-	-	-	-	-
PointMLP 2024.10	94.5	-	-	-	-	-	-	-
MVT-small 2021.10	94.4	-	-	-	-	-	-	-
MVT-small 2022.11	94.4	-	-	-	-	-	-	-
Point-MAE 2024.10	94.4	-	-	-	-	-	-	-
Mamba3d 2024.10	94.4	-	-	-	-	-	-	-
Relation Network 2021.10	94.3	-	-	-	-	-	-	-
Relation Network 2022.11	94.3	-	-	-	-	-	-	-
PointMLP + ULIP 2022.12	94.3	92.3	-	-	-	-	-	-
HybridNet 2024.10	94.3	-	-	-	-	-	-	-
MLVCNN 2022.11	94.2	-	-	-	-	-	-	-
CurveNet 2022.12	94.2	-	-	-	-	-	-	-
RPNet 2022.12	94.1	-	-	-	-	-	-	-
PointBERT + ULIP 2022.12	94.1	-	-	-	-	-	-	-
PointMLP 2022.12	94.1	91.3	-	-	-	-	-	-
PointMLP 2024.03	94.1	91.3	-	-	-	-	-	-
Mamba3d 2024.10	94.1	-	-	-	-	-	-	-
PointNeXt 2024.10	94	-	-	-	-	-	-	-
P2P-HorNet 2024.10	94	-	-	-	-	-	-	-
DeLA 2024.10	94	-	-	-	-	-	-	-
Point-M2AE 2024.10	94	-	-	-	-	-	-	-
SimpleView 2024.10	93.9	-	-	-	-	-	-	-
GDANet 2020.12	93.8	-	-	-	-	-	-	-
CurveNet 2023.02	93.8	-	-	-	-	-	-	-
DeltaConv 2023.02	93.8	-	-	-	-	-	-	-
APES (global-based) 2023.02	93.8	-	-	-	-	-	-	-
GDANet 2022.12	93.8	-	-	-	-	-	-	-
GBNet 2022.12	93.8	91	-	-	-	-	-	-
MTVN 2022.12	93.8	92	-	-	-	-	-	-
CurveNet 2024.03	93.8	-	-	-	-	-	-	-
Point-MAE 2024.03	93.8	-	-	-	-	-	-	-
GBNet 2024.10	93.8	-	-	-	-	-	-	-
MVTN 2024.10	93.8	-	-	-	-	-	-	-
MaskPoint 2024.10	93.8	-	-	-	-	-	-	-
Point-MAE 2024.10	93.8	-	-	-	-	-	-	-
PT² 2023.02	93.7	-	-	-	-	-	-	-
PRA-Net 2023.02	93.7	-	-	-	-	-	-	-
PRA-Ne 2024.10	93.7	-	-	-	-	-	-	-
RS-CNN 2020.03	93.6	-	-	-	-	-	-	-
RS-CNN 2021.02	93.6	-	-	-	-	-	-	-
RS-CNN 2020.12	93.6	-	-	-	-	-	-	-
PAConv 2023.02	93.6	-	-	-	-	-	-	-
RS-CNN 2022.12	93.6	-	-	-	-	-	-	-
RECON++ 2024.02	93.6	-	-	-	-	-	-	-
DGCNN 2021.03	93.5	90.7	-	-	-	-	-	-
APES (local-based) 2023.02	93.5	-	-	-	-	-	-	-
PointConT 2024.10	93.5	-	-	-	-	-	-	-
HybridNet 2024.10	93.5	-	-	-	-	-	-	-
SO-Net 2020.03	93.4	-	-	-	-	-	-	-
Geo-CNN 2020.12	93.4	-	-	-	-	-	-	-
3D2SeqViews 2021.10	93.4	-	-	-	-	-	-	-
SeqViews2SeqLabels 2021.10	93.4	-	-	-	-	-	-	-
3D2SeqViews 2022.11	93.4	-	-	-	-	-	-	-
SeqViews2SeqLabels 2022.11	93.4	-	-	-	-	-	-	-
PointNet++(ssg) + ULIP 2022.12	93.4	91.2	-	-	-	-	-	-
I2P-MAE 2024.02	93.4	-	-	-	-	-	-	-
RECON 2024.02	93.4	-	-	-	-	-	-	-
PCM 2024.10	93.4	-	-	-	-	-	-	-
Mamba3d 2024.10	93.4	-	-	-	-	-	-	-
Point-BERT 2024.10	93.4	-	-	-	-	-	-	-
GSN 2021.03	93.3	-	-	-	-	-	-	-
PointASNL 2020.03	93.2	-	-	-	-	-	-	-
DensePoint 2020.12	93.2	-	-	-	-	-	-	-
DensePoint 2021.03	93.2	-	-	-	-	-	-	-
PointASNL 2021.03	93.2	-	-	-	-	-	-	-
PointASNL 2023.02	93.2	-	-	-	-	-	-	-
PCT 2023.02	93.2	-	-	-	-	-	-	-
PCT 2022.12	93.2	-	-	-	-	-	-	-
PointBERT 2022.12	93.2	-	-	-	-	-	-	-
PCT 2024.03	93.2	-	-	-	-	-	-	-
Point-BERT 2024.03	93.2	-	-	-	-	-	-	-
PCT 2024.10	93.2	-	-	-	-	-	-	-
(AF)2-S3Net (AF2M) 2021.02	93.16	-	-	-	-	-	-	-
DPC 2019.07	93.1	91.4	-	-	-	-	-	-
GVCNN 2021.10	93.1	-	-	-	-	-	-	-
GVCNN 2022.11	93.1	-	-	-	-	-	-	-
ACT 2024.02	93.1	-	-	-	-	-	-	-

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