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 (20-shot) | MaskPoint | https://arxiv.org/abs/2203.11183v2 | Standard Deviation | 1.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Overall Accuracy | 96.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | CrossMoCo | https://ieeexplore.ieee.org/abstract/document/10229841 | Standard Deviation | 1.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Overall Accuracy | 96.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | Point-BERT | https://arxiv.org/abs/2111.14819v2 | Standard Deviation | 2.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | OcCo+DGCNN | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 92.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | OcCo+DGCNN | 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 (20-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Overall Accuracy | 92.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | OcCo+PointNet | https://arxiv.org/abs/2010.01089v3 | Standard Deviation | 1.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 82.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Hyp (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 1.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 82.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Hyp (1024) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 0.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Euc (1024) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 75.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Euc (1024) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 2.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Overall Accuracy | 75.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | GPr-Net + Euc (512) | https://arxiv.org/abs/2304.06007v1 | Standard Deviation | 2.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 68.90 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | SSFSL+PointNet | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 9.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointCNN | http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points | Overall Accuracy | 68.64 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointCNN | http://papers.nips.cc/paper/7362-pointcnn-convolution-on-x-transformed-points | Standard Deviation | 7.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | SSFSL+DGCNN | https://arxiv.org/abs/2009.14168v1 | Overall Accuracy | 65.70 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | SSFSL+DGCNN | https://arxiv.org/abs/2009.14168v1 | Standard Deviation | 8.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointNet | http://arxiv.org/abs/1612.00593v2 | Overall Accuracy | 57.81 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointNet | http://arxiv.org/abs/1612.00593v2 | Standard Deviation | 15.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Overall Accuracy | 42.39 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Standard Deviation | 14.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Overall Accuracy | 40.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Few-Shot 3D Point Cloud Classification | ModelNet40 5-way (20-shot) | DGCNN | https://arxiv.org/abs/1801.07829v2 | Standard Deviation | 14.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Mamba3D | https://arxiv.org/abs/2404.14966v2 | Overall Accuracy (PB_T50_RS) | 92.64 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Mamba3D | https://arxiv.org/abs/2404.14966v2 | GFLOPs | 3.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Mamba3D | https://arxiv.org/abs/2404.14966v2 | Number of params (M) | 16.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Mamba3D (no voting) | https://arxiv.org/abs/2404.14966v2 | Overall Accuracy (PB_T50_RS) | 91.81 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Mamba3D (no voting) | https://arxiv.org/abs/2404.14966v2 | GFLOPs | 3.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Mamba3D (no voting) | https://arxiv.org/abs/2404.14966v2 | Number of params (M) | 16.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | DeLA | https://arxiv.org/abs/2308.16532v1 | Overall Accuracy (PB_T50_RS) | 90.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | DeLA | https://arxiv.org/abs/2308.16532v1 | GFLOPs | 1.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | DeLA | https://arxiv.org/abs/2308.16532v1 | Number of params (M) | 5.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | SPoTr | https://arxiv.org/abs/2303.16450v1 | Overall Accuracy (PB_T50_RS) | 88.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | SPoTr | https://arxiv.org/abs/2303.16450v1 | GFLOPs | 10.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | SPoTr | https://arxiv.org/abs/2303.16450v1 | Number of params (M) | 1.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PCM | https://arxiv.org/abs/2403.00762v4 | Overall Accuracy (PB_T50_RS) | 88.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PCM | https://arxiv.org/abs/2403.00762v4 | GFLOPs | 45.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PCM | https://arxiv.org/abs/2403.00762v4 | Number of params (M) | 34.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNeXt | https://arxiv.org/abs/2206.04670v2 | Overall Accuracy (PB_T50_RS) | 87.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNeXt | https://arxiv.org/abs/2206.04670v2 | GFLOPs | 3.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNeXt | https://arxiv.org/abs/2206.04670v2 | Number of params (M) | 1.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Point-PN | https://arxiv.org/abs/2303.08134v2 | Overall Accuracy (PB_T50_RS) | 87.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Point-PN | https://arxiv.org/abs/2303.08134v2 | Number of params (M) | 0.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointMLP | https://arxiv.org/abs/2202.07123v2 | Overall Accuracy (PB_T50_RS) | 85.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointMLP | https://arxiv.org/abs/2202.07123v2 | GFLOPs | 31.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointMLP | https://arxiv.org/abs/2202.07123v2 | Number of params (M) | 12.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | DGCNN | https://arxiv.org/abs/1801.07829v2 | Overall Accuracy (PB_T50_RS) | 78.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | DGCNN | https://arxiv.org/abs/1801.07829v2 | GFLOPs | 2.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | DGCNN | https://arxiv.org/abs/1801.07829v2 | Number of params (M) | 1.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Overall Accuracy (PB_T50_RS) | 77.9 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNet++ | http://arxiv.org/abs/1706.02413v1 | GFLOPs | 1.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNet++ | http://arxiv.org/abs/1706.02413v1 | Number of params (M) | 1.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Transformer | https://arxiv.org/abs/1706.03762v7 | Overall Accuracy (PB_T50_RS) | 77.24 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Transformer | https://arxiv.org/abs/1706.03762v7 | GFLOPs | 4.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | Transformer | https://arxiv.org/abs/1706.03762v7 | Number of params (M) | 22.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNet | http://arxiv.org/abs/1612.00593v2 | Overall Accuracy (PB_T50_RS) | 68.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNet | http://arxiv.org/abs/1612.00593v2 | GFLOPs | 0.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Supervised Only 3D Point Cloud Classification | ScanObjectNN | PointNet | http://arxiv.org/abs/1612.00593v2 | Number of params (M) | 3.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | ReCon++ | https://arxiv.org/abs/2402.17766v3 | OBJ_ONLY Accuracy(%) | 65.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | Uni3D | https://arxiv.org/abs/2310.06773v1 | OBJ_ONLY Accuracy(%) | 65.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | TAMM-PointBERT (+dlign) | https://arxiv.org/abs/2404.16538v3 | OBJ_ONLY Accuracy(%) | 60.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | ViT-Lens | https://arxiv.org/abs/2308.10185v2 | OBJ_ONLY Accuracy(%) | 60.1 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | OpenDlign | https://arxiv.org/abs/2404.16538v3 | OBJ_ONLY Accuracy(%) | 59.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | MixCon3D-PointBERT | https://arxiv.org/abs/2311.01734v2 | OBJ_ONLY Accuracy(%) | 58.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | PointCLIP V2 | https://arxiv.org/abs/2211.11682v2 | PB_T50_RS Accuracy (%) | 35.36 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | PointCLIP V2 | https://arxiv.org/abs/2211.11682v2 | OBJ_BG Accuracy(%) | 41.22 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | PointCLIP V2 | https://arxiv.org/abs/2211.11682v2 | OBJ_ONLY Accuracy(%) | 50.09 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | ReCon | https://arxiv.org/abs/2302.02318v2 | PB_T50_RS Accuracy (%) | 30.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | ReCon | https://arxiv.org/abs/2302.02318v2 | OBJ_BG Accuracy(%) | 40.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | ReCon | https://arxiv.org/abs/2302.02318v2 | OBJ_ONLY Accuracy(%) | 43.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | CLIP2Point | https://arxiv.org/abs/2210.01055v3 | PB_T50_RS Accuracy (%) | 23.32 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | CLIP2Point | https://arxiv.org/abs/2210.01055v3 | OBJ_BG Accuracy(%) | 35.46 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | CLIP2Point | https://arxiv.org/abs/2210.01055v3 | OBJ_ONLY Accuracy(%) | 30.46 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | PointCLIP | https://arxiv.org/abs/2112.02413v1 | PB_T50_RS Accuracy (%) | 15.38 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | PointCLIP | https://arxiv.org/abs/2112.02413v1 | OBJ_BG Accuracy(%) | 21.34 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ScanObjectNN | PointCLIP | https://arxiv.org/abs/2112.02413v1 | OBJ_ONLY Accuracy(%) | 19.28 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | Uni3D | https://arxiv.org/abs/2310.06773v1 | Accuracy (%) | 88.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | ViT-Lens | https://arxiv.org/abs/2308.10185v2 | Accuracy (%) | 87.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | ReCon++ | https://arxiv.org/abs/2402.17766v3 | Accuracy (%) | 87.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | MixCon3D-PointBERT | https://arxiv.org/abs/2311.01734v2 | Accuracy (%) | 86.8 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | TAMM-PointBERT (+dlign) | https://arxiv.org/abs/2404.16538v3 | Accuracy (%) | 86.2 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | OpenShape-PointBERT (+dlign) | https://arxiv.org/abs/2404.16538v3 | Accuracy (%) | 85.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | OpenShape-PointBERT | https://arxiv.org/abs/2305.10764v2 | Accuracy (%) | 85.3 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | OpenShape-SparseConv (+dlign) | https://arxiv.org/abs/2404.16538v3 | Accuracy (%) | 85.0 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | OpenShape-SparseConv | https://arxiv.org/abs/2305.10764v2 | Accuracy (%) | 83.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | OpenDlign | https://arxiv.org/abs/2404.16538v3 | Accuracy (%) | 82.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | PointCLIP V2 | https://arxiv.org/abs/2211.11682v2 | Accuracy (%) | 64.22 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | ReCon | https://arxiv.org/abs/2302.02318v2 | Accuracy (%) | 61.7 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | ULIP + PointMLP | https://arxiv.org/abs/2212.05171v4 | Accuracy (%) | 61.5 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | ULIP + PointBERT | https://arxiv.org/abs/2212.05171v4 | Accuracy (%) | 60.4 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | CLIP2Point | https://arxiv.org/abs/2210.01055v3 | Accuracy (%) | 49.38 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet40 | PointCLIP | https://arxiv.org/abs/2112.02413v1 | Accuracy (%) | 20.18 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet10 | ReCon | https://arxiv.org/abs/2302.02318v2 | Accuracy (%) | 75.6 |
3D Point Cloud Reconstruction > 3D Point Cloud Classification > Zero-Shot Transfer 3D Point Cloud Classification | ModelNet10 | PointCLIP V2 | https://arxiv.org/abs/2211.11682v2 | Accuracy (%) | 73.13 |
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