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Point Cloud Classification on ModelNet40 10-way 20-shot 76

97.6Accuracy

PointGPT-L + PointGST

Updated 4d ago

Evaluation Results

Method	Links
PointGPT-L + PointGST 2024.10		97.6
PointGPT-L + DAPT 2024.10		97.3
PointGPT-L + IDPT 2024.10		96.5
PointGPT-L + Point-PEFT 2024.10		96.3
PointGPT-L (baseline) 2024.10		96.1
RECON + IDPT 2024.10		95.9
RECON (baseline) 2024.10		95.8
RECON + PointGST 2024.10		95.8
Point-MAE + PointGST 2024.10		95.7
ACT (baseline) 2024.10		95.6
Point-MAE + DAPT 2024.10		95.5
ACT + IDPT 2024.10		95.5
ACT + PointGST 2024.10		95.5
Point-MAE + IDPT 2024.10		95.4
RECON + Point-PEFT 2024.10		95.2
ACT + DAPT 2024.10		95.1
Point-BERT + PointGST 2024.10		95
Point-MAE (baseline) 2024.10		95
ACT + Point-PEFT 2024.10		94.9
Point-MAE + Point-PEFT 2024.10		94.7
Point-BERT + Point-PEFT 2024.10		94.5
RECON + DAPT 2024.10		94.5
Point-BERT + DAPT 2024.10		94.2
Point-BERT + IDPT 2024.10		93.6
Point-BERT (baseline) 2024.10		92.7