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 ⌀ |
|---|---|---|---|---|---|
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Sonata + PTv3 | https://arxiv.org/abs/2503.16429v1 | mIoU | 76.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Sonata + PTv3 | https://arxiv.org/abs/2503.16429v1 | oAcc | 93.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Sonata + PTv3 | https://arxiv.org/abs/2503.16429v1 | mAcc | 81.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | OmniVec | https://arxiv.org/abs/2311.05709v1 | mIoU | 75.9 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | D-DITR | https://arxiv.org/abs/2503.18944v1 | mIoU | 75.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv3 + PPT | https://arxiv.org/abs/2312.10035v2 | mIoU | 74.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv3 + PPT | https://arxiv.org/abs/2312.10035v2 | oAcc | 92.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv3 + PPT | https://arxiv.org/abs/2312.10035v2 | mAcc | 80.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Swin3D-L | https://arxiv.org/abs/2304.06906v3 | mIoU | 74.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Swin3D-L | https://arxiv.org/abs/2304.06906v3 | oAcc | 92.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Swin3D-L | https://arxiv.org/abs/2304.06906v3 | mAcc | 80.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Swin3D-L | https://arxiv.org/abs/2304.06906v3 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | DeLA | https://arxiv.org/abs/2308.16532v1 | mIoU | 74.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | DeLA | https://arxiv.org/abs/2308.16532v1 | oAcc | 92.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | DeLA | https://arxiv.org/abs/2308.16532v1 | mAcc | 80.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | DeLA | https://arxiv.org/abs/2308.16532v1 | Number of params | 7.0M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | DITR | https://arxiv.org/abs/2503.18944v1 | mIoU | 74.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Ours | https://www.sciencedirect.com/science/article/pii/S0031320324004631 | mIoU | 73.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Ours | https://www.sciencedirect.com/science/article/pii/S0031320324004631 | oAcc | 93.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Ours | https://www.sciencedirect.com/science/article/pii/S0031320324004631 | mAcc | 80.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | ConDaFormer | https://arxiv.org/abs/2312.11112v1 | mIoU | 73.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | ConDaFormer | https://arxiv.org/abs/2312.11112v1 | oAcc | 92.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | ConDaFormer | https://arxiv.org/abs/2312.11112v1 | mAcc | 78.9 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LPFP(Point Transformer*) | https://ieeexplore.ieee.org/abstract/document/10462927 | mIoU | 73.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LPFP(Point Transformer*) | https://ieeexplore.ieee.org/abstract/document/10462927 | oAcc | 92.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LPFP(Point Transformer*) | https://ieeexplore.ieee.org/abstract/document/10462927 | mAcc | 78.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LPFP(Point Transformer*) | https://ieeexplore.ieee.org/abstract/document/10462927 | Number of params | 31.2M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LPFP(Point Transformer*) | https://ieeexplore.ieee.org/abstract/document/10462927 | FLOPs | 24.2G |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | KPConvX-L | https://arxiv.org/abs/2405.13194v1 | mIoU | 73.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | KPConvX-L | https://arxiv.org/abs/2405.13194v1 | oAcc | 91.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | KPConvX-L | https://arxiv.org/abs/2405.13194v1 | mAcc | 78.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Pamba | https://arxiv.org/abs/2406.17442v3 | mIoU | 73.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPG(PTv2) | https://arxiv.org/abs/2408.10537v2 | mIoU | 73.3 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPG(PTv2) | https://arxiv.org/abs/2408.10537v2 | oAcc | 91.9 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPG(PTv2) | https://arxiv.org/abs/2408.10537v2 | mAcc | 79.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PonderV2 + SparseUNet | https://arxiv.org/abs/2310.08586v3 | mIoU | 73.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PonderV2 + SparseUNet | https://arxiv.org/abs/2310.08586v3 | oAcc | 92.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PonderV2 + SparseUNet | https://arxiv.org/abs/2310.08586v3 | mAcc | 79.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointHR | https://arxiv.org/abs/2310.07743v1 | mIoU | 73.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointHR | https://arxiv.org/abs/2310.07743v1 | oAcc | 91.8 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointHR | https://arxiv.org/abs/2310.07743v1 | mAcc | 78.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PPT + SparseUNet | https://arxiv.org/abs/2308.09718v2 | mIoU | 72.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PPT + SparseUNet | https://arxiv.org/abs/2308.09718v2 | oAcc | 91.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PPT + SparseUNet | https://arxiv.org/abs/2308.09718v2 | mAcc | 78.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PPT + SparseUNet | https://arxiv.org/abs/2308.09718v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SAT (FAT) | https://arxiv.org/abs/2301.06869v1 | mIoU | 72.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SAT (FAT) | https://arxiv.org/abs/2301.06869v1 | mAcc | 78.8 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SAT (FAT) | https://arxiv.org/abs/2301.06869v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv2 | https://arxiv.org/abs/2210.05666v2 | mIoU | 72.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv2 | https://arxiv.org/abs/2210.05666v2 | oAcc | 91.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv2 | https://arxiv.org/abs/2210.05666v2 | mAcc | 78.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PTv2 | https://arxiv.org/abs/2210.05666v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PT + ERDA | null | mIoU | 72.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointVector-XL | https://arxiv.org/abs/2205.10528v3 | mIoU | 72.3 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointVector-XL | https://arxiv.org/abs/2205.10528v3 | oAcc | 91 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointVector-XL | https://arxiv.org/abs/2205.10528v3 | mAcc | 78.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+StratifiedTransformer | https://arxiv.org/abs/2212.02287v1 | mIoU | 72.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+StratifiedTransformer | https://arxiv.org/abs/2212.02287v1 | oAcc | 91.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+StratifiedTransformer | https://arxiv.org/abs/2212.02287v1 | mAcc | 78.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+StratifiedTransformer | https://arxiv.org/abs/2212.02287v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Diffusion Unit | https://arxiv.org/abs/2209.09483v3 | mIoU | 72.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Diffusion Unit | https://arxiv.org/abs/2209.09483v3 | oAcc | 91.3 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Diffusion Unit | https://arxiv.org/abs/2209.09483v3 | mAcc | 78.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Diffusion Unit | https://arxiv.org/abs/2209.09483v3 | Number of params | 8.1M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | CSC+MinkUNet | https://arxiv.org/abs/2012.09165v3 | mIoU | 72.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | StratifiedTransformer | https://arxiv.org/abs/2203.14508v1 | mIoU | 72.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | StratifiedTransformer | https://arxiv.org/abs/2203.14508v1 | oAcc | 91.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | StratifiedTransformer | https://arxiv.org/abs/2203.14508v1 | mAcc | 78.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | StratifiedTransformer | https://arxiv.org/abs/2203.14508v1 | Number of params | 8.0M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer+CBL | https://arxiv.org/abs/2203.05272v2 | mIoU | 71.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer+CBL | https://arxiv.org/abs/2203.05272v2 | oAcc | 91.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer+CBL | https://arxiv.org/abs/2203.05272v2 | mAcc | 77.9 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer+CBL | https://arxiv.org/abs/2203.05272v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+PointTransformer | https://arxiv.org/abs/2212.02287v1 | mIoU | 71.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+PointTransformer | https://arxiv.org/abs/2212.02287v1 | oAcc | 91.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+PointTransformer | https://arxiv.org/abs/2212.02287v1 | mAcc | 77.9 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | WindowNorm+PointTransformer | https://arxiv.org/abs/2212.02287v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointMixer | https://arxiv.org/abs/2111.11187v5 | mIoU | 71.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointMixer | https://arxiv.org/abs/2111.11187v5 | mAcc | 77.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointMixer | https://arxiv.org/abs/2111.11187v5 | Number of params | 6.5M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointMetaBase-XXL | https://arxiv.org/abs/2211.14462v2 | mIoU | 71.3±0.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointMetaBase-XXL | https://arxiv.org/abs/2211.14462v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointNeXt | https://arxiv.org/abs/2206.04670v2 | mIoU | 71.1 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointNeXt | https://arxiv.org/abs/2206.04670v2 | oAcc | 91.0 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointNeXt | https://arxiv.org/abs/2206.04670v2 | mAcc | 77.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointNeXt | https://arxiv.org/abs/2206.04670v2 | Number of params | 41.6M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPoTr | https://arxiv.org/abs/2303.16450v1 | mIoU | 70.8 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPoTr | https://arxiv.org/abs/2303.16450v1 | oAcc | 90.7 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPoTr | https://arxiv.org/abs/2303.16450v1 | mAcc | 76.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | SPoTr | https://arxiv.org/abs/2303.16450v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | Serialized Piont Mamba | https://arxiv.org/abs/2407.12319v1 | mIoU | 70.6 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer | https://arxiv.org/abs/2012.09164v2 | mIoU | 70.4 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer | https://arxiv.org/abs/2012.09164v2 | oAcc | 90.8 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer | https://arxiv.org/abs/2012.09164v2 | mAcc | 76.5 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | PointTransformer | https://arxiv.org/abs/2012.09164v2 | Number of params | 7.8M |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LCPFormer | https://arxiv.org/abs/2210.12755v2 | mIoU | 70.2 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LCPFormer | https://arxiv.org/abs/2210.12755v2 | oAcc | 90.8 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LCPFormer | https://arxiv.org/abs/2210.12755v2 | mAcc | 76.8 |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | LCPFormer | https://arxiv.org/abs/2210.12755v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS Area5 | GeomGCNN | https://arxiv.org/abs/2103.15226v1 | mIoU | 69.4 |
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