Object Recognition on ModelNet40 10-way
95.9AccuracyPoint-MAE + MCFT
Evaluation results
| Method | Links | |
|---|---|---|
| Point-MAE + MCFTShots=20-shot2026.03 | 95.9 | |
| RECONShots=20-shot2026.03 | 95.8 | |
| Point-MAE + PointGSTShots=20-shot2026.03 | 95.7 | |
| ACTShots=20-shot2026.03 | 95.6 | |
| Point-MAE + DAPTShots=20-shot2026.03 | 95.5 | |
| Point-MAE + IDPTShots=20-shot2026.03 | 95.4 | |
| Point-MAEShots=20-shot2026.03 | 95 | |
| Point-M2AEShots=20-shot2026.03 | 95 | |
| Point-BERT + PointGSTShots=20-shot2026.03 | 95 | |
| Point-BERT + MCFTShots=20-shot2026.03 | 95 | |
| Point-MAE + MCFTShots=10-shot2026.03 | 94.3 | |
| Point-BERT + DAPTShots=20-shot2026.03 | 94.2 | |
| Point-MAE + PointGSTShots=10-shot2026.03 | 93.7 | |
| Point-BERT + IDPTShots=20-shot2026.03 | 93.6 | |
| Point-BERT + MCFTShots=10-shot2026.03 | 93.5 | |
| MaskPointShots=20-shot2026.03 | 93.4 | |
| ACTShots=10-shot2026.03 | 93.3 | |
| RECONShots=10-shot2026.03 | 93.3 | |
| Point-MAE + DAPTShots=10-shot2026.03 | 93 | |
| Point-MAE + IDPTShots=10-shot2026.03 | 92.8 | |
| Point-BERTShots=20-shot2026.03 | 92.7 | |
| Point-BERT + PointGSTShots=10-shot2026.03 | 92.7 | |
| Point-MAEShots=10-shot2026.03 | 92.6 | |
| OcCoShots=20-shot2026.03 | 92.4 | |
| Point-M2AEShots=10-shot2026.03 | 92.3 | |
| Point-BERT + DAPTShots=10-shot2026.03 | 92.2 | |
| Point-BERT + IDPTShots=10-shot2026.03 | 91.9 | |
| MaskPointShots=10-shot2026.03 | 91.4 | |
| Point-BERTShots=10-shot2026.03 | 91 | |
| OcCoShots=10-shot2026.03 | 89.4 |