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Object Classification on ScanObjectNN PB_T50_RS

94.83Accuracy

PointGST

Updated 15d ago

Evaluation Results

Method	Links
PointGST 2024.10		94.83
AsymDSD-B* 2025.06		93.72
Mamba3D 2025.06		93.4
Fully fine-tune 2024.10		93.4
ReCon++-B* 2025.06		93.34
Mamba3D 2024.04		93.34
DAPT 2024.10		93.02
IDPT 2024.10		92.99
AsymDSD-S* 2025.06		92.89
Point-PEFT 2024.10		92.85
Mamba3D 2024.04		92.64
Mamba3D 2025.06		92.6
Mamba3D 2024.04		92.05
AsymDSD-B* 2025.06		91.96
PointGPT-B* 2025.06		91.9
Mamba3D 2024.04		91.81
AsymDSD-S* 2025.06		91.31
PointGPT-L 2025.06		91.1
Point-SRA 2026.01		90.77
ReCon 2026.01		90.63
AsymDSD-S 2025.06		90.53
DeLA 2024.04		90.4
PointConT 2024.04		90.3
Point-RAE 2025.06		90.28
Point-FEMAE 2025.06		90.22
Point-FEMAE 2026.01		90.22
Point-MAE-B* 2025.06		90.2
Mamba3D 2024.04		90.11
I2P-MAE 2026.01		90.11
Fully fine-tune 2024.10		90.01
ReCon SM 2025.06		89.73
RECON 2025.04		89.73
PointGPT-B 2025.06		89.6
PointMLP 2025.06		89.5
PointGST 2024.10		89.49
DAPT 2024.10		89.38
PointMamba 2025.06		89.31
PointMamba 2026.01		89.31
P2P-HorNet 2024.04		89.3
P2P 2026.01		89.3
PointNTP 2026.05		89.3
PCM 2025.06		89
AsymSD-CLS-S 2025.06		88.72
SPoTr 2024.04		88.6
AsymSD-MPM-S 2025.06		88.58
Point-MAE† w/ IDPT 2023.04		88.51
PointMLP 2025.06		88.5
Point-MAE† 2023.04		88.41
PointGST 2024.10		88.27
Fully fine-tune 2024.10		88.21
ACT 2023.04		88.21
ACT 2025.04		88.21
ACT 2026.01		88.21
ACT 2026.05		88.21
IAE (M2AE) 2026.05		88.2
PCM 2025.06		88.1
Standard Transformer 2025.06		87.93
UniPre3D (Std. Transformer) 2026.05		87.93
PointMetaBase-S 2026.01		87.9
PointNeXt 2025.06		87.7
PointNeXt 2025.04		87.7
PointNeXt-S 2026.01		87.7
PointNeXt 2026.01		87.7
PointNeXt 2026.05		87.7
IDPT 2024.10		87.65
ACT w/ IDPT 2023.04		87.65
Standard Transformer 2025.06		87.61
PointDif 2026.01		87.61
PointDif 2026.05		87.61
Point-JEPA 2026.01		87.6
DAPT 2024.10		87.54
ADS 2025.04		87.5
ADS 2026.05		87.5
PointMLP 2025.06		87.4
P2P-RN101 2026.05		87.4
IDPT 2024.10		87.27
PointGPT-S 2025.06		86.9
PointGPT-S 2026.05		86.9
Point-M2AE 2025.06		86.43
Point-M2AE 2023.04		86.43
Point-M2AE 2024.04		86.43
Point-M2AE 2025.04		86.43
Point-M2AE 2026.01		86.43
Point-M2AE 2026.05		86.43
Point-GN 2026.01		86.4
Point-PEFT 2024.10		86.36
Joint-MAE 2026.05		86.07
Standard Transformer 2025.06		85.95
Point-PEFT 2024.10		85.74
PointMLP 2023.04		85.7
Standard Transformer 2025.06		85.67
TAP 2026.05		85.67
PointGST 2024.10		85.64
Point-MAE + Point LoRA 2025.04		85.53
DAPT 2024.10		85.43
PointMLP 2025.06		85.4
PointMLP 2025.04		85.4
PointMLP 2026.01		85.4
PointMLP 2026.05		85.4
PointGST 2024.10		85.29

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