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Point Cloud Classification on ModelNet40 (10-way 10-shot, Split 76)

96.3Accuracy

PointGPT-L + PointGST

Updated 1mo ago

Evaluation Results

Method	Links
PointGPT-L + PointGST 2024.10		96.3
PointGPT-L + DAPT 2024.10		95.9
PointGPT-L + IDPT 2024.10		95.3
PointGPT-L + Point-PEFT 2024.10		94.8
PointGPT-L (baseline) 2024.10		94.1
Point-MAE + PointGST 2024.10		93.7
ACT (baseline) 2024.10		93.3
RECON (baseline) 2024.10		93.3
Point-MAE + DAPT 2024.10		93
RECON + PointGST 2024.10		92.9
Point-MAE + IDPT 2024.10		92.8
ACT + PointGST 2024.10		92.8
Point-BERT + PointGST 2024.10		92.7
RECON + IDPT 2024.10		92.7
Point-MAE (baseline) 2024.10		92.6
ACT + IDPT 2024.10		92.4
Point-BERT + DAPT 2024.10		92.2
Point-BERT + IDPT 2024.10		91.9
RECON + DAPT 2024.10		91.9
ACT + Point-PEFT 2024.10		91.8
Point-MAE + Point-PEFT 2024.10		91.7
Point-BERT + Point-PEFT 2024.10		91.6
RECON + Point-PEFT 2024.10		91.5
Point-BERT (baseline) 2024.10		91
ACT + DAPT 2024.10		90.6