task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointNet | http://arxiv.org/abs/1612.00593v2 | Standard Deviation | 12.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Overall Accuracy | 38.53 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Standard Deviation | 16.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Overall Accuracy | 31.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Standard Deviation | 9.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ScanObjectNN 10-way (10-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 69.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ScanObjectNN 10-way (10-shot) | CrossPoint | https://arxiv.org/abs/2203.00680v3 | Overall Accuracy | 62.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ScanObjectNN 10-way (10-shot) | OcCo | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 57.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ScanObjectNN 5-way (20-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 87.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-JEPA | https://arxiv.org/abs/2404.16432v5 | Overall Accuracy | 95.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-JEPA | https://arxiv.org/abs/2404.16432v5 | Standard Deviation | 3.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Overall Accuracy | 94.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Standard Deviation | 4.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointGPT | https://arxiv.org/abs/2305.11487v2 | Overall Accuracy | 94.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointGPT | https://arxiv.org/abs/2305.11487v2 | Standard Deviation | 3.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | 3D-JEPA | https://arxiv.org/abs/2409.15803v1 | Overall Accuracy | 94.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | 3D-JEPA | https://arxiv.org/abs/2409.15803v1 | Standard Deviation | 3.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-FEMAE | https://arxiv.org/abs/2312.10726v1 | Overall Accuracy | 94.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Overall Accuracy | 93.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Standard Deviation | 4.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PCP-MAE | https://arxiv.org/abs/2408.08753v2 | Overall Accuracy | 93.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PCP-MAE | https://arxiv.org/abs/2408.08753v2 | Standard Deviation | 3.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | ReCon | https://arxiv.org/abs/2302.02318v2 | Overall Accuracy | 93.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | ReCon | https://arxiv.org/abs/2302.02318v2 | Standard Deviation | 3.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Overall Accuracy | 93.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Standard Deviation | 4.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-RAE | https://arxiv.org/abs/2310.03670v1 | Overall Accuracy | 93.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-RAE | https://arxiv.org/abs/2310.03670v1 | Standard Deviation | 4.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Overall Accuracy | 93.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Standard Deviation | 3.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | IDPT | https://arxiv.org/abs/2304.07221v2 | Overall Accuracy | 92.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Overall Accuracy | 92.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Standard Deviation | 4.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Overall Accuracy | 92.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Standard Deviation | 4.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Overall Accuracy | 92.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Standard Deviation | 5.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Overall Accuracy | 92.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Standard Deviation | 4.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Overall Accuracy | 91.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Standard Deviation | 4.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Overall Accuracy | 91.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Standard Deviation | 5.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 88.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Standard Deviation | 3.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 83.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 1.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 82.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 1.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 71.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 1.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 70.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 1.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 62.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 2.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Euc (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 62.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | GPr-Net + Euc (1024) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 1.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 49.15 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 6.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | SSFSL+DGCNN | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 48.50 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | SSFSL+DGCNN | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 5.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointCNN | http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points | Overall Accuracy | 46.60 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointCNN | http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points | Standard Deviation | 4.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointNet | http://arxiv.org/abs/1612.00593v2 | Overall Accuracy | 46.60 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointNet | http://arxiv.org/abs/1612.00593v2 | Standard Deviation | 13.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Overall Accuracy | 23.05 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Standard Deviation | 7.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Overall Accuracy | 19.85 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (10-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Standard Deviation | 6.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ScanObjectNN 10-way (20-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 78.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Overall Accuracy | 99.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Standard Deviation | 0.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-JEPA | https://arxiv.org/abs/2404.16432v5 | Overall Accuracy | 99.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-JEPA | https://arxiv.org/abs/2404.16432v5 | Standard Deviation | 0.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PCP-MAE | https://arxiv.org/abs/2408.08753v2 | Overall Accuracy | 99.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PCP-MAE | https://arxiv.org/abs/2408.08753v2 | Standard Deviation | 0.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointGPT | https://arxiv.org/abs/2305.11487v2 | Overall Accuracy | 99.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointGPT | https://arxiv.org/abs/2305.11487v2 | Standard Deviation | 1.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | ReCon | https://arxiv.org/abs/2302.02318v2 | Overall Accuracy | 98.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | ReCon | https://arxiv.org/abs/2302.02318v2 | Standard Deviation | 1.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | 3D-JEPA | https://arxiv.org/abs/2409.15803v1 | Overall Accuracy | 98.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | 3D-JEPA | https://arxiv.org/abs/2409.15803v1 | Standard Deviation | 0.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Overall Accuracy | 98.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Standard Deviation | 1.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Overall Accuracy | 98.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Standard Deviation | 1.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-RAE | https://arxiv.org/abs/2310.03670v1 | Overall Accuracy | 98.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-RAE | https://arxiv.org/abs/2310.03670v1 | Standard Deviation | 1.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Overall Accuracy | 98.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Standard Deviation | 1.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Overall Accuracy | 98.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Standard Deviation | 1.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Overall Accuracy | 98.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Standard Deviation | 1.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Overall Accuracy | 98.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Standard Deviation | 1.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | IDPT | https://arxiv.org/abs/2304.07221v2 | Overall Accuracy | 97.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Overall Accuracy | 97.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Standard Deviation | 1.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Overall Accuracy | 97.2 |
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