Share your thoughts, 1 month free Claude Pro on usSee more

Object Classification on ModelNet40 (Overall Accuracy)

95.1Overall Accuracy

ADS

Updated 21d ago

Evaluation Results

Method	Links
ADS 2025.04		95.1
Mamba3D 2026.05		94.7
Mamba3D + Mantis 2026.05		94.7
PointMLP 2025.04		94.5
RepSurf-U 2025.04		94.4
Mamba3D + PMA 2026.05		94.2
ReCon 2026.05		94.1
PointNeXt 2025.04		94
Point-M2AE 2025.04		94
Point-M2AE 2026.05		94
Joint-MAE 2026.05		94
ReCon + GAPrompt 2026.05		94
RECON 2025.04		93.9
MVTN 2025.04		93.8
MaskPoint 2025.04		93.8
Point-MAE 2025.04		93.8
Point-MAE 2026.05		93.8
ACT 2025.04		93.7
ZigzagPointMamba + Mantis 2026.05		93.7
ACT 2026.05		93.6
PointMamba 2026.05		93.6
PointMamba + PMA 2026.05		93.6
PointMamba 2026.05		93.6
Point-MAE + DAPT 2025.04		93.5
ReCon + DAPT 2026.05		93.5
PointMamba + Mantis 2026.05		93.5
I2P-MAE 2026.05		93.4
PCM 2026.05		93.4
Point Mamba (w/ PCT) 2026.05		93.4
PCM 2026.05		93.4
Point-MAE + IDPT 2025.04		93.3
Point-MAE + Point LoRA 2025.04		93.3
PointGPT-S 2026.05		93.3
Point-MAE + IDPT 2026.05		93.3
Point-MAE + PointLoRA 2026.05		93.3
Point-BERT 2025.04		93.2
Point-MAE (Full-FT) 2025.04		93.2
Point-MAE + PPT* 2025.04		93.2
Point-BERT 2026.05		93.2
ZigzagPointMamba 2026.05		93.2
PCT 2026.05		93.2
DGCNN 2025.04		92.9
DGCNN 2026.05		92.9
DGCNN 2026.05		92.9
RS-CNN 2026.05		92.9
PointASNL 2026.05		92.9
RelFlexformer (w/ PCT) 2026.05		92.9
ZigzagPointMamba + PMA 2026.05		92.8
SI-Mamba 2026.05		92.7
OctFormer 2026.05		92.7
Point Mamba (w/ OctFormer) 2026.05		92.7
P2Sequence 2026.05		92.6
RelFlexformer (w/ PCT) + PointRoPE 2026.05		92.6
PointCNN 2026.05		92.5
PointConv 2026.05		92.5
PCNN 2026.05		92.3
Performer (w/ PCT) 2026.05		92.3
PointCNN 2026.05		92.2
OcCo 2025.04		92.1
PointGrid 2026.05		92
PointNet++ 2025.04		90.7
PointNet++ 2026.05		90.7
PointNet++ 2026.05		90.7
A-SCN 2026.05		89.9
PointNet 2025.04		89.2
PointNet 2026.05		89.2
PointNet 2026.05		89.2