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Point Cloud Classification on ModelNet40 (5-way 10-shot, Split 76)

98Accuracy

Point-MAE + PointGST

Updated 1mo ago

Evaluation Results

Method	Links
Point-MAE + PointGST 2024.10		98
PointGPT-L (baseline) 2024.10		98
PointGPT-L + PointGST 2024.10		97.4
Point-MAE + IDPT 2024.10		97.3
RECON (baseline) 2024.10		97.3
ACT + PointGST 2024.10		97.2
PointGPT-L + DAPT 2024.10		97.2
RECON + PointGST 2024.10		96.9
Point-MAE + DAPT 2024.10		96.8
ACT (baseline) 2024.10		96.8
RECON + IDPT 2024.10		96.8
PointGPT-L + IDPT 2024.10		96.8
ACT + IDPT 2024.10		96.7
Point-BERT + PointGST 2024.10		96.5
Point-MAE (baseline) 2024.10		96.3
Point-BERT + IDPT 2024.10		96
Point-BERT + DAPT 2024.10		95.8
PointGPT-L + Point-PEFT 2024.10		95.7
RECON + DAPT 2024.10		95.6
Point-MAE + Point-PEFT 2024.10		95.5
Point-BERT + Point-PEFT 2024.10		95.4
ACT + Point-PEFT 2024.10		95.4
RECON + Point-PEFT 2024.10		95.4
Point-BERT (baseline) 2024.10		94.6
ACT + DAPT 2024.10		94.4