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3D Object Classification on ModelNet40 few-shot

99.5Accuracy

RECON++

Updated 4d ago

Evaluation Results

Method	Links
RECON++ 2024.02		99.5	-	-	-	-
PointGPT 2024.02		99	-	-	-	-
RECON 2024.02		98.9	-	-	-	-
AsymDSD-S 2025.06		98.8	-	-	-	-
Point-RAE 2025.06		98.7	-	-	-	-
Point-FEMAE 2025.06		98.6	-	-	-	-
Point-M2AE 2024.02		98.3	-	-	-	-
VPP 2024.02		98.3	-	-	-	-
ACT 2024.02		98	-	-	-	-
PointGPT 2024.02		98	-	-	-	-
RECON++ 2024.02		98	-	-	-	-
Point-MAE 2025.06		97.8	-	-	-	-
Point-MAE 2024.02		97.8	-	-	-	-
Point-RAE 2025.06		97.3	-	-	-	-
RECON 2024.02		97.3	-	-	-	-
MaskPoint 2025.06		97.2	-	-	-	-
Point-FEMAE 2025.06		97.2	-	-	-	-
VPP 2024.02		96.9	-	-	-	-
Point-M2AE 2024.02		96.8	-	-	-	-
ACT 2024.02		96.8	-	-	-	-
RECON++ 2024.02		96.5	-	-	-	-
Point-BERT 2025.06		96.3	-	-	-	-
Point-MAE 2025.06		96.3	-	-	-	-
Point-BERT 2024.02		96.3	-	-	-	-
Point-MAE 2024.02		96.3	-	-	-	-
AsymDSD-S 2025.06		96.1	-	-	-	-
PointGPT 2024.02		96.1	-	-	-	-
Point-RAE 2025.06		95.8	-	-	-	-
Point-FEMAE 2025.06		95.8	-	-	-	-
AsymDSD-S 2025.06		95.8	-	-	-	-
RECON 2024.02		95.8	-	-	-	-
ACT 2024.02		95.6	-	-	-	-
VPP 2024.02		95.4	-	-	-	-
MaskPoint 2025.06		95	-	-	-	-
Point-MAE 2025.06		95	-	-	-	-
Point-MAE 2024.02		95	-	-	-	-
Point-M2AE 2024.02		95	-	-	-	-
Point-BERT 2025.06		94.6	-	-	-	-
Point-BERT 2024.02		94.6	-	-	-	-
RECON++ 2024.02		94.5	-	-	-	-
AsymDSD-S 2025.06		94.4	-	-	-	-
PointGPT 2024.02		94.1	-	-	-	-
Point-FEMAE 2025.06		94	-	-	-	-
MaskPoint 2025.06		93.4	-	-	-	-
Point-RAE 2025.06		93.3	-	-	-	-
Transformer 2024.02		93.3	-	-	-	-
ACT 2024.02		93.3	-	-	-	-
RECON 2024.02		93.3	-	-	-	-
VPP 2024.02		93	-	-	-	-
Point-BERT 2025.06		92.7	-	-	-	-
Point-BERT 2024.02		92.7	-	-	-	-
Point-MAE 2025.06		92.6	-	-	-	-
Point-MAE 2024.02		92.6	-	-	-	-
Point-M2AE 2024.02		92.3	-	-	-	-
MaskPoint 2025.06		91.4	-	-	-	-
Point-BERT 2025.06		91	-	-	-	-
Point-BERT 2024.02		91	-	-	-	-
Transformer 2024.02		89.4	-	-	-	-
Transformer 2024.02		87.8	-	-	-	-
Transformer 2024.02		84.6	-	-	-	-