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9.22k
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon (no voting)
https://arxiv.org/abs/2302.02318v2
OBJ-ONLY (OA)
93.29
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
AsymDSD-S (no voting)
https://arxiv.org/abs/2506.21724v1
Overall Accuracy
90.53
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
AsymDSD-S (no voting)
https://arxiv.org/abs/2506.21724v1
OBJ-BG (OA)
94.32
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
AsymDSD-S (no voting)
https://arxiv.org/abs/2506.21724v1
OBJ-ONLY (OA)
91.91
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
DeLA
https://arxiv.org/abs/2308.16532v1
Overall Accuracy
90.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
DeLA
https://arxiv.org/abs/2308.16532v1
Mean Accuracy
89.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
DeLA
https://arxiv.org/abs/2308.16532v1
Number of params
5.3M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
DeLA
https://arxiv.org/abs/2308.16532v1
FLOPs
1.5G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PCP-MAE
https://arxiv.org/abs/2408.08753v2
Overall Accuracy
90.35
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PCP-MAE
https://arxiv.org/abs/2408.08753v2
OBJ-BG (OA)
95.52
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PCP-MAE
https://arxiv.org/abs/2408.08753v2
OBJ-ONLY (OA)
94.32
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointConT
https://arxiv.org/abs/2303.04599v1
Overall Accuracy
90.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointConT
https://arxiv.org/abs/2303.04599v1
Mean Accuracy
88.5
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-RAE (no voting)
https://arxiv.org/abs/2310.03670v1
Overall Accuracy
90.28
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-RAE (no voting)
https://arxiv.org/abs/2310.03670v1
OBJ-BG (OA)
95.53
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-RAE (no voting)
https://arxiv.org/abs/2310.03670v1
OBJ-ONLY (OA)
93.63
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-FEMAE
https://arxiv.org/abs/2312.10726v1
Overall Accuracy
90.22
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-FEMAE
https://arxiv.org/abs/2312.10726v1
OBJ-BG (OA)
95.18
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-FEMAE
https://arxiv.org/abs/2312.10726v1
OBJ-ONLY (OA)
93.29
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
I2P-MAE (no voting)
https://arxiv.org/abs/2212.06785v1
Overall Accuracy
90.11
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
I2P-MAE (no voting)
https://arxiv.org/abs/2212.06785v1
OBJ-BG (OA)
94.15
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
I2P-MAE (no voting)
https://arxiv.org/abs/2212.06785v1
OBJ-ONLY (OA)
91.57
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP + PointNeXt
https://arxiv.org/abs/2212.05171v4
Overall Accuracy
89.7
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP + PointNeXt
https://arxiv.org/abs/2212.05171v4
Mean Accuracy
88.6
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP + PointNeXt
https://arxiv.org/abs/2212.05171v4
Number of params
1.4M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon+PPT
https://arxiv.org/abs/2408.11567v1
Overall Accuracy
89.52
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon+PPT
https://arxiv.org/abs/2408.11567v1
OBJ-BG (OA)
95.01
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon+PPT
https://arxiv.org/abs/2408.11567v1
OBJ-ONLY (OA)
93.28
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
3D-JEPA
https://arxiv.org/abs/2409.15803v1
Overall Accuracy
89.52
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
3D-JEPA
https://arxiv.org/abs/2409.15803v1
OBJ-BG (OA)
93.63
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
3D-JEPA
https://arxiv.org/abs/2409.15803v1
OBJ-ONLY (OA)
94.49
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointMLP∗ + JM3D
https://arxiv.org/abs/2308.02982v2
Overall Accuracy
89.5
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointMLP∗ + JM3D
https://arxiv.org/abs/2308.02982v2
Mean Accuracy
88.7
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP + PointMLP
https://arxiv.org/abs/2212.05171v4
Overall Accuracy
89.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP + PointMLP
https://arxiv.org/abs/2212.05171v4
Mean Accuracy
88.5
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
KPConvX-L
https://arxiv.org/abs/2405.13194v1
Overall Accuracy
89.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
KPConvX-L
https://arxiv.org/abs/2405.13194v1
Mean Accuracy
88.1
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
P2P
https://arxiv.org/abs/2208.02812v2
Overall Accuracy
89.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
P2P
https://arxiv.org/abs/2208.02812v2
Number of params
195.8M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ACT
https://arxiv.org/abs/2212.08320v2
Overall Accuracy
89.17
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Ours
https://www.sciencedirect.com/science/article/pii/S0031320324004631
Overall Accuracy
89.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Ours
https://www.sciencedirect.com/science/article/pii/S0031320324004631
Mean Accuracy
87.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
OTMae3D
https://ieeexplore.ieee.org/document/10815033
Overall Accuracy
89.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
OTMae3D
https://ieeexplore.ieee.org/document/10815033
FLOPs
6.29
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
OTMae3D
https://ieeexplore.ieee.org/document/10815033
OBJ-BG (OA)
92.9
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
OTMae3D
https://ieeexplore.ieee.org/document/10815033
OBJ-ONLY (OA)
92.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + Point-BERT
https://arxiv.org/abs/2305.08275v4
Overall Accuracy
89.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+Local
https://arxiv.org/abs/2212.05140v2
Overall Accuracy
88.6
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+Local
https://arxiv.org/abs/2212.05140v2
Mean Accuracy
87.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
SPoTr
https://arxiv.org/abs/2303.16450v1
Overall Accuracy
88.6
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
SPoTr
https://arxiv.org/abs/2303.16450v1
Mean Accuracy
86.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
IDPT
https://arxiv.org/abs/2304.07221v2
Overall Accuracy
88.51
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
IDPT
https://arxiv.org/abs/2304.07221v2
OBJ-BG (OA)
93.12
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointMLP+TAP
https://arxiv.org/abs/2307.14971v2
Overall Accuracy
88.5
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+GAM
http://arxiv.org/abs/1505.07110v2
Overall Accuracy
88.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+GAM
http://arxiv.org/abs/1505.07110v2
Number of params
1.4M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+GAM
http://arxiv.org/abs/1505.07110v2
FLOPs
1.64G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+HyCoRe
https://arxiv.org/abs/2209.10318v1
Overall Accuracy
88.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt+HyCoRe
https://arxiv.org/abs/2209.10318v1
Mean Accuracy
87.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ACT (no voting)
https://arxiv.org/abs/2212.08320v2
Overall Accuracy
88.21
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ACT (no voting)
https://arxiv.org/abs/2212.08320v2
OBJ-BG (OA)
93.29
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ACT (no voting)
https://arxiv.org/abs/2212.08320v2
OBJ-ONLY (OA)
91.91
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt
https://arxiv.org/abs/2206.04670v2
Overall Accuracy
88.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt
https://arxiv.org/abs/2206.04670v2
Mean Accuracy
86.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt
https://arxiv.org/abs/2206.04670v2
Number of params
1.4M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointNeXt
https://arxiv.org/abs/2206.04670v2
FLOPs
1.64G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointConT (no voting)
https://arxiv.org/abs/2303.04599v1
Overall Accuracy
88.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointConT (no voting)
https://arxiv.org/abs/2303.04599v1
Mean Accuracy
86.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointVector-S
https://arxiv.org/abs/2205.10528v3
Overall Accuracy
87.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointVector-S
https://arxiv.org/abs/2205.10528v3
Mean Accuracy
86.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
point2vec
https://arxiv.org/abs/2303.16570v2
Overall Accuracy
87.5
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
point2vec
https://arxiv.org/abs/2303.16570v2
Mean Accuracy
86.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
point2vec
https://arxiv.org/abs/2303.16570v2
OBJ-BG (OA)
91.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
point2vec
https://arxiv.org/abs/2303.16570v2
OBJ-ONLY (OA)
90.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointStack
https://arxiv.org/abs/2205.09962v1
Overall Accuracy
87.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointStack
https://arxiv.org/abs/2205.09962v1
Mean Accuracy
86.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-PN
https://arxiv.org/abs/2303.08134v2
Overall Accuracy
87.1
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-PN
https://arxiv.org/abs/2303.08134v2
Number of params
0.8M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointCMT
https://arxiv.org/abs/2210.04208v1
Overall Accuracy
86.7
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointCMT
https://arxiv.org/abs/2210.04208v1
Mean Accuracy
84.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointCMT
https://arxiv.org/abs/2210.04208v1
Number of params
12.6M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-JEPA
https://arxiv.org/abs/2404.16432v5
Overall Accuracy
86.6
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-JEPA
https://arxiv.org/abs/2404.16432v5
OBJ-BG (OA)
92.9±0.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointMLS
https://arxiv.org/abs/2401.08210v1
Overall Accuracy
86.6
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-M2AE
https://arxiv.org/abs/2205.14401v2
Overall Accuracy
86.43
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-M2AE
https://arxiv.org/abs/2205.14401v2
OBJ-BG (OA)
91.22
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-M2AE
https://arxiv.org/abs/2205.14401v2
OBJ-ONLY (OA)
88.81
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP + PointBERT
https://arxiv.org/abs/2212.05171v4
Overall Accuracy
86.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
DualMLP
https://link.springer.com/article/10.1007/s00371-023-03114-3
Overall Accuracy
86.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
RepSurf-U (2x)
https://arxiv.org/abs/2205.05740v2
Overall Accuracy
86.0
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
RepSurf-U (2x)
https://arxiv.org/abs/2205.05740v2
Number of params
6.80M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
RepSurf-U (2x)
https://arxiv.org/abs/2205.05740v2
FLOPs
2.43G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointMLP
https://arxiv.org/abs/2202.07123v2
Overall Accuracy
85.7
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointMLP
https://arxiv.org/abs/2202.07123v2
Mean Accuracy
84.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-LGMask
https://ieeexplore.ieee.org/abstract/document/10146493
Overall Accuracy
85.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-LGMask
https://ieeexplore.ieee.org/abstract/document/10146493
OBJ-BG (OA)
89.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-LGMask
https://ieeexplore.ieee.org/abstract/document/10146493
OBJ-ONLY (OA)
89.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-MAE
https://arxiv.org/abs/2203.06604v2
Overall Accuracy
85.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-MAE
https://arxiv.org/abs/2203.06604v2
OBJ-BG (OA)
90.02
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Point-MAE
https://arxiv.org/abs/2203.06604v2
OBJ-ONLY (OA)
88.29