Our new X account is live! Follow @wizwand_team for updates

Object Classification on ScanObjectNN OBJ_ONLY

97.59Overall Accuracy

PointGST

Updated 3d ago

Evaluation Results

Method	Links
PointGST 2024.10		97.59
Fully fine-tune 2024.10		96.6
ReCon++-B* 2025.06		96.21
DAPT 2024.10		96.21
IDPT 2024.10		96.04
PointGPT-B* 2025.06		95.2
AsymDSD-S* 2025.06		94.83
Point-PEFT 2024.10		94.66
AsymDSD-S* 2025.06		94.51
AsymDSD-B* 2025.06		94.32
PointGPT-L 2025.06		94.1
Point-MAE-B* 2025.06		93.9
Point-RAE 2025.06		93.63
AsymDSD-B* 2025.06		93.44
Point-SRA 2026.01		93.31
Point-FEMAE 2025.06		93.29
Point-FEMAE 2026.01		93.29
ReCon 2026.01		93.29
ReCon SM 2025.06		93.12
Point-MAE† w/ IDPT 2023.04		93.12
RECON 2025.04		93.12
PointGST 2024.10		92.94
Fully fine-tune 2024.10		92.77
PointMamba 2025.06		92.6
PointGST 2024.10		92.6
Mamba3D 2024.04		92.6
PointMamba 2026.01		92.6
PointGPT-B 2025.06		92.5
DAPT 2024.10		92.43
Mamba3D 2024.04		92.43
MVTN 2024.04		92.3
IDPT 2024.10		92.26
ACT w/ IDPT 2023.04		92.26
Standard Transformer 2025.06		92.08
Point-MAE† 2023.04		92.08
Mamba3D 2024.04		92.08
Mamba3D 2024.04		92.08
Standard Transformer 2025.06		91.91
AsymDSD-S 2025.06		91.91
Fully fine-tune 2024.10		91.91
ACT 2023.04		91.91
ACT 2025.04		91.91
PointDif 2026.01		91.91
ACT 2026.01		91.91
Point-JEPA 2026.01		91.9
DAPT 2024.10		91.57
IDPT 2024.10		91.57
I2P-MAE 2026.01		91.57
AsymSD-MPM-S 2025.06		91.39
Mamba3D 2024.04		91.05
AsymSD-CLS-S 2025.06		90.53
DAPT 2024.10		90.19
PointGST 2024.10		90.19
Point-PEFT 2024.10		90.19
Point-MAE + DAPT 2025.04		90.19
IDPT 2024.10		90.02
Point-PEFT 2024.10		90.02
Point-MAE w/ IDPT 2023.04		90.02
Point-MAE 2024.04		90.02
Point-MAE + IDPT 2025.04		90.02
PointGPT-S 2025.06		90
ReCon 2025.06		89.72
Point-PEFT 2024.10		89.67
DAPT 2024.10		89.67
PointGST 2024.10		89.67
Standard Transformer 2025.06		89.5
TAP (Ours) 2023.07		89.5
Point-MAE + Point LoRA 2025.04		89.33
MaskPoint 2023.04		89.3
MaskPoint 2025.04		89.3
Point-PEFT 2024.10		88.98
Point-MAE + PPT* 2025.04		88.98
Point-M2AE 2025.06		88.81
Point-M2AE 2023.04		88.81
Point-M2AE 2024.04		88.81
Point-M2AE 2025.04		88.81
Point-M2AE 2026.01		88.81
AsymDSD-S 2025.06		88.73
SageMix 2022.10		88.7
Standard Transformer 2025.06		88.64
PointMamba 2024.04		88.47
AsymSD-CLS-S 2025.06		88.31
IDPT 2024.10		88.3
Point-BERT w/ IDPT 2023.04		88.3
Point-BERT 2024.04		88.3
Standard Transformer 2025.06		88.29
Point-MAE 2025.06		88.29
Fully fine-tune 2024.10		88.29
Point-MAE 2022.03		88.29
Point-MAE 2023.04		88.29
Point-MAE 2023.07		88.29
Point-MAE 2024.04		88.29
Point-MAE 2025.04		88.29
Point-MAE (Full-FT) 2025.04		88.29
Point-MAE 2026.01		88.29
Standard Transformer 2025.06		88.12
Point-BERT 2025.06		88.12
Fully fine-tune 2024.10		88.12
Point-BERT 2022.03		88.12
Point-BERT 2023.04		88.12

Showing 100 of 166 rows