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 10-way (20-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Standard Deviation | 3.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-FEMAE | https://arxiv.org/abs/2312.10726v1 | Overall Accuracy | 95.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Overall Accuracy | 95.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Standard Deviation | 2.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Overall Accuracy | 95.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Standard Deviation | 2.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Overall Accuracy | 95.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Standard Deviation | 3.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | IDPT | https://arxiv.org/abs/2304.07221v2 | Overall Accuracy | 95.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Overall Accuracy | 95.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Standard Deviation | 3.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Overall Accuracy | 95.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Standard Deviation | 3.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Overall Accuracy | 95.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Standard Deviation | 3.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Overall Accuracy | 93.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Standard Deviation | 3.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Overall Accuracy | 92.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Standard Deviation | 5.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 91.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Standard Deviation | 3.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 89.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 1.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 86.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 2.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 73.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | GPr-Net + Hyp (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 (20-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 72.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-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 (20-shot) | GPr-Net + Euc (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 63.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | GPr-Net + Euc (1024) | 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 (20-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 63.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 2.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | SSFSL+ DGCNN | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 53.00 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | SSFSL+ DGCNN | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 4.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 50.10 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 5.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | PointCNN | http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points | Overall Accuracy | 49.95 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | PointCNN | http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points | Standard Deviation | 7.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | PointNet | http://arxiv.org/abs/1612.00593v2 | Overall Accuracy | 35.20 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-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 (20-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Overall Accuracy | 18.80 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-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 (20-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Overall Accuracy | 16.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 10-way (20-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Standard Deviation | 1.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ScanObjectNN 5-way (10-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 84.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointGPT | https://arxiv.org/abs/2305.11487v2 | Overall Accuracy | 98.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointGPT | https://arxiv.org/abs/2305.11487v2 | Standard Deviation | 1.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Overall Accuracy | 98.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Standard Deviation | 2.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | 3D-JEPA | https://arxiv.org/abs/2409.15803v1 | Overall Accuracy | 97.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | 3D-JEPA | https://arxiv.org/abs/2409.15803v1 | Standard Deviation | 2.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Overall Accuracy | 97.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-LGMask | https://ieeexplore.ieee.org/abstract/document/10146493 | Standard Deviation | 2.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-JEPA | https://arxiv.org/abs/2404.16432v5 | Overall Accuracy | 97.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-JEPA | https://arxiv.org/abs/2404.16432v5 | Standard Deviation | 2.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PCP-MAE | https://arxiv.org/abs/2408.08753v2 | Overall Accuracy | 97.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PCP-MAE | https://arxiv.org/abs/2408.08753v2 | Standard Deviation | 2.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-RAE | https://arxiv.org/abs/2310.03670v1 | Overall Accuracy | 97.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-RAE | https://arxiv.org/abs/2310.03670v1 | Standard Deviation | 1.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | ReCon | https://arxiv.org/abs/2302.02318v2 | Overall Accuracy | 97.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | ReCon | https://arxiv.org/abs/2302.02318v2 | Standard Deviation | 1.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | IDPT | https://arxiv.org/abs/2304.07221v2 | Overall Accuracy | 97.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Overall Accuracy | 97.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | OTMae3D | https://ieeexplore.ieee.org/document/10815033 | Standard Deviation | 2.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Overall Accuracy | 97.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | I2P-MAE | https://arxiv.org/abs/2212.06785v1 | Standard Deviation | 1.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Overall Accuracy | 97.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | point2vec | https://arxiv.org/abs/2303.16570v2 | Standard Deviation | 2.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Overall Accuracy | 96.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-M2AE | https://arxiv.org/abs/2205.14401v2 | Standard Deviation | 1.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Overall Accuracy | 96.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | ACT | https://arxiv.org/abs/2212.08320v2 | Standard Deviation | 2.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Overall Accuracy | 96.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-MAE | https://arxiv.org/abs/2203.06604v2 | Standard Deviation | 2.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Overall Accuracy | 95.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Standard Deviation | 3.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Overall Accuracy | 94.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Standard Deviation | 3.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 93.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Standard Deviation | 4.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 90.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 2.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 89.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 1.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 81.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 1.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 80.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 0.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Euc (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 74.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Euc (1024) | 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 5-way (10-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 74.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 2.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointCNN | http://arxiv.org/abs/1801.07791v5 | Overall Accuracy | 65.41 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | PointCNN | http://arxiv.org/abs/1801.07791v5 | Standard Deviation | 8.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 63.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 10.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | SSFSL+DGCNN | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 60.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (10-shot) | SSFSL+DGCNN | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 8.9 |
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 | Overall Accuracy | 51.97 |
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