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 | SCF-Net | http://openaccess.thecvf.com//content/CVPR2021/html/Fan_SCF-Net_Learning_Spatial_Contextual_Features_for_Large-Scale_Point_Cloud_Segmentation_CVPR_2021_paper.html | oAcc | 88.4 |
10-shot image generation > Semantic Segmentation | S3DIS | SCF-Net | http://openaccess.thecvf.com//content/CVPR2021/html/Fan_SCF-Net_Learning_Spatial_Contextual_Features_for_Large-Scale_Point_Cloud_Segmentation_CVPR_2021_paper.html | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | Feature Geometric Net (FG-Net) | https://arxiv.org/abs/2012.09439v2 | Mean IoU | 70.8 |
10-shot image generation > Semantic Segmentation | S3DIS | Feature Geometric Net (FG-Net) | https://arxiv.org/abs/2012.09439v2 | mAcc | 82.9 |
10-shot image generation > Semantic Segmentation | S3DIS | Feature Geometric Net (FG-Net) | https://arxiv.org/abs/2012.09439v2 | oAcc | 88.2 |
10-shot image generation > Semantic Segmentation | S3DIS | Feature Geometric Net (FG-Net) | https://arxiv.org/abs/2012.09439v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | RPNet | https://arxiv.org/abs/2108.12468v1 | Mean IoU | 70.8 |
10-shot image generation > Semantic Segmentation | S3DIS | RPNet | https://arxiv.org/abs/2108.12468v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/1904.08889v2 | Mean IoU | 70.6 |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/1904.08889v2 | mAcc | 79.1 |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/1904.08889v2 | Number of params | 14.1M |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/1904.08889v2 | Params (M) | 14.1 |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/2012.09164v2 | Mean IoU | 70.6 |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/2012.09164v2 | Number of params | 14.1M |
10-shot image generation > Semantic Segmentation | S3DIS | KPConv | https://arxiv.org/abs/2012.09164v2 | Params (M) | 14.1 |
10-shot image generation > Semantic Segmentation | S3DIS | FastPointTrans. (small) | https://arxiv.org/abs/2112.04702v2 | Mean IoU | 70.3 |
10-shot image generation > Semantic Segmentation | S3DIS | FastPointTrans. (small) | https://arxiv.org/abs/2112.04702v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | MuGNet | https://arxiv.org/abs/2009.08924?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529 | Mean IoU | 69.8 |
10-shot image generation > Semantic Segmentation | S3DIS | MuGNet | https://arxiv.org/abs/2009.08924?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529 | oAcc | 88.5 |
10-shot image generation > Semantic Segmentation | S3DIS | MuGNet | https://arxiv.org/abs/2009.08924?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+arxiv%252FQSXk+%2528ExcitingAds%2521+cs+updates+on+arXiv.org%2529 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | PointASNL | https://arxiv.org/abs/2003.00492v3 | Mean IoU | 68.7 |
10-shot image generation > Semantic Segmentation | S3DIS | PointASNL | https://arxiv.org/abs/2003.00492v3 | mAcc | 79.0 |
10-shot image generation > Semantic Segmentation | S3DIS | PointASNL | https://arxiv.org/abs/2003.00492v3 | oAcc | 88.8 |
10-shot image generation > Semantic Segmentation | S3DIS | PointASNL | https://arxiv.org/abs/2003.00492v3 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | SSP+SPG | http://arxiv.org/abs/1904.02113v1 | Mean IoU | 68.4 |
10-shot image generation > Semantic Segmentation | S3DIS | SSP+SPG | http://arxiv.org/abs/1904.02113v1 | mAcc | 78.3 |
10-shot image generation > Semantic Segmentation | S3DIS | SSP+SPG | http://arxiv.org/abs/1904.02113v1 | oAcc | 87.9 |
10-shot image generation > Semantic Segmentation | S3DIS | SSP+SPG | http://arxiv.org/abs/1904.02113v1 | Number of params | 0.290M |
10-shot image generation > Semantic Segmentation | S3DIS | SSP+SPG | http://arxiv.org/abs/1904.02113v1 | Params (M) | 0.29 |
10-shot image generation > Semantic Segmentation | S3DIS | FKAConv | https://arxiv.org/abs/2004.04462v3 | Mean IoU | 68.4 |
10-shot image generation > Semantic Segmentation | S3DIS | FKAConv | https://arxiv.org/abs/2004.04462v3 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | ConvPoint | https://arxiv.org/abs/1904.02375v5 | Mean IoU | 68.2 |
10-shot image generation > Semantic Segmentation | S3DIS | ConvPoint | https://arxiv.org/abs/1904.02375v5 | oAcc | 88.8 |
10-shot image generation > Semantic Segmentation | S3DIS | ConvPoint | https://arxiv.org/abs/1904.02375v5 | Number of params | 4.7M |
10-shot image generation > Semantic Segmentation | S3DIS | ConvPoint | https://arxiv.org/abs/1904.02375v5 | Params (M) | 4.1 |
10-shot image generation > Semantic Segmentation | S3DIS | JSENet | https://arxiv.org/abs/2007.06888v1 | Mean IoU | 67.7 |
10-shot image generation > Semantic Segmentation | S3DIS | JSENet | https://arxiv.org/abs/2007.06888v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | CT2 | https://arxiv.org/abs/2007.11679v4 | Mean IoU | 67.4 |
10-shot image generation > Semantic Segmentation | S3DIS | CT2 | https://arxiv.org/abs/2007.11679v4 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | ShellNet | https://arxiv.org/abs/1908.06295v1 | Mean IoU | 66.8 |
10-shot image generation > Semantic Segmentation | S3DIS | ShellNet | https://arxiv.org/abs/1908.06295v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | PointWeb | http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_PointWeb_Enhancing_Local_Neighborhood_Features_for_Point_Cloud_Processing_CVPR_2019_paper.html | Mean IoU | 66.7 |
10-shot image generation > Semantic Segmentation | S3DIS | PointWeb | http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_PointWeb_Enhancing_Local_Neighborhood_Features_for_Point_Cloud_Processing_CVPR_2019_paper.html | mAcc | 76.2 |
10-shot image generation > Semantic Segmentation | S3DIS | PointWeb | http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_PointWeb_Enhancing_Local_Neighborhood_Features_for_Point_Cloud_Processing_CVPR_2019_paper.html | oAcc | 87.3 |
10-shot image generation > Semantic Segmentation | S3DIS | PointWeb | http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_PointWeb_Enhancing_Local_Neighborhood_Features_for_Point_Cloud_Processing_CVPR_2019_paper.html | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | PointCNN | http://arxiv.org/abs/1904.08017v1 | Mean IoU | 65.4 |
10-shot image generation > Semantic Segmentation | S3DIS | PointCNN | http://arxiv.org/abs/1904.08017v1 | oAcc | 88.1 |
10-shot image generation > Semantic Segmentation | S3DIS | PointCNN | http://arxiv.org/abs/1904.08017v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | PointCNN | https://arxiv.org/abs/2012.09164v2 | Mean IoU | 65.4 |
10-shot image generation > Semantic Segmentation | S3DIS | PointCNN | https://arxiv.org/abs/2012.09164v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | MinkowskiNet | https://arxiv.org/abs/1904.08755v4 | Mean IoU | 65.4 |
10-shot image generation > Semantic Segmentation | S3DIS | MinkowskiNet | https://arxiv.org/abs/1904.08755v4 | Number of params | 37.9M |
10-shot image generation > Semantic Segmentation | S3DIS | MinkowskiNet | https://arxiv.org/abs/1904.08755v4 | Params (M) | 37.9 |
10-shot image generation > Semantic Segmentation | S3DIS | DSPoint | https://arxiv.org/abs/2111.10332v4 | Mean IoU | 63.3 |
10-shot image generation > Semantic Segmentation | S3DIS | DSPoint | https://arxiv.org/abs/2111.10332v4 | mAcc | 70.9 |
10-shot image generation > Semantic Segmentation | S3DIS | DSPoint | https://arxiv.org/abs/2111.10332v4 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | A-CNN | http://arxiv.org/abs/1904.08017v1 | Mean IoU | 62.9 |
10-shot image generation > Semantic Segmentation | S3DIS | A-CNN | http://arxiv.org/abs/1904.08017v1 | oAcc | 87.3 |
10-shot image generation > Semantic Segmentation | S3DIS | A-CNN | http://arxiv.org/abs/1904.08017v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | SPG | http://arxiv.org/abs/1711.09869v2 | Mean IoU | 62.1 |
10-shot image generation > Semantic Segmentation | S3DIS | SPG | http://arxiv.org/abs/1711.09869v2 | mAcc | 73 |
10-shot image generation > Semantic Segmentation | S3DIS | SPG | http://arxiv.org/abs/1711.09869v2 | oAcc | 85.5 |
10-shot image generation > Semantic Segmentation | S3DIS | SPG | http://arxiv.org/abs/1711.09869v2 | Number of params | 0.290M |
10-shot image generation > Semantic Segmentation | S3DIS | SPG | http://arxiv.org/abs/1711.09869v2 | Params (M) | 0.29 |
10-shot image generation > Semantic Segmentation | S3DIS | SPGraph | http://arxiv.org/abs/1904.08017v1 | Mean IoU | 62.1 |
10-shot image generation > Semantic Segmentation | S3DIS | SPGraph | http://arxiv.org/abs/1904.08017v1 | oAcc | 85.5 |
10-shot image generation > Semantic Segmentation | S3DIS | SPGraph | http://arxiv.org/abs/1904.08017v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | SPGraph | https://arxiv.org/abs/2012.09164v2 | Mean IoU | 62.1 |
10-shot image generation > Semantic Segmentation | S3DIS | SPGraph | https://arxiv.org/abs/2012.09164v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | JSNet | https://arxiv.org/abs/1912.09654v1 | Mean IoU | 61.7 |
10-shot image generation > Semantic Segmentation | S3DIS | JSNet | https://arxiv.org/abs/1912.09654v1 | mAcc | 71.7 |
10-shot image generation > Semantic Segmentation | S3DIS | JSNet | https://arxiv.org/abs/1912.09654v1 | oAcc | 88.7 |
10-shot image generation > Semantic Segmentation | S3DIS | JSNet | https://arxiv.org/abs/1912.09654v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | DeepGCN | https://arxiv.org/abs/1910.06849v3 | Mean IoU | 60.0 |
10-shot image generation > Semantic Segmentation | S3DIS | DeepGCN | https://arxiv.org/abs/1910.06849v3 | oAcc | 85.9 |
10-shot image generation > Semantic Segmentation | S3DIS | DeepGCN | https://arxiv.org/abs/1910.06849v3 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | ASIS | http://arxiv.org/abs/1902.09852v2 | Mean IoU | 59.3 |
10-shot image generation > Semantic Segmentation | S3DIS | ASIS | http://arxiv.org/abs/1902.09852v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | RSNet | http://arxiv.org/abs/1802.04402v2 | Mean IoU | 56.5 |
10-shot image generation > Semantic Segmentation | S3DIS | RSNet | http://arxiv.org/abs/1802.04402v2 | mAcc | 66.5 |
10-shot image generation > Semantic Segmentation | S3DIS | RSNet | http://arxiv.org/abs/1802.04402v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | 3P-RNN | http://arxiv.org/abs/1904.08017v1 | Mean IoU | 56.3 |
10-shot image generation > Semantic Segmentation | S3DIS | 3P-RNN | http://arxiv.org/abs/1904.08017v1 | oAcc | 86.9 |
10-shot image generation > Semantic Segmentation | S3DIS | 3P-RNN | http://arxiv.org/abs/1904.08017v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | Point-PlaneNet | https://www.sciencedirect.com/science/article/abs/pii/S1051200419301873 | Mean IoU | 54.8 |
10-shot image generation > Semantic Segmentation | S3DIS | Point-PlaneNet | https://www.sciencedirect.com/science/article/abs/pii/S1051200419301873 | oAcc | 83.9 |
10-shot image generation > Semantic Segmentation | S3DIS | Point-PlaneNet | https://www.sciencedirect.com/science/article/abs/pii/S1051200419301873 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | SMS | https://arxiv.org/abs/2109.00452v3 | Mean IoU | 51.74 |
10-shot image generation > Semantic Segmentation | S3DIS | SMS | https://arxiv.org/abs/2109.00452v3 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | PointNet | http://arxiv.org/abs/1904.08017v1 | Mean IoU | 47.6 |
10-shot image generation > Semantic Segmentation | S3DIS | PointNet | http://arxiv.org/abs/1904.08017v1 | oAcc | 78.5 |
10-shot image generation > Semantic Segmentation | S3DIS | PointNet | http://arxiv.org/abs/1904.08017v1 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | PointNet | https://arxiv.org/abs/2012.09164v2 | Mean IoU | 47.6 |
10-shot image generation > Semantic Segmentation | S3DIS | PointNet | https://arxiv.org/abs/2012.09164v2 | Number of params | null |
10-shot image generation > Semantic Segmentation | S3DIS | RandLA-Net | https://arxiv.org/abs/1911.11236v3 | mIoU | 68.5 |
10-shot image generation > Semantic Segmentation | S3DIS | RandLA-Net | https://arxiv.org/abs/1911.11236v3 | mAcc | 81.5 |
10-shot image generation > Semantic Segmentation | S3DIS | RandLA-Net | https://arxiv.org/abs/1911.11236v3 | oAcc | 87.1 |
10-shot image generation > Semantic Segmentation | S3DIS | RandLA-Net | https://arxiv.org/abs/1911.11236v3 | Number of params | 1.2M |
10-shot image generation > Semantic Segmentation | S3DIS | RandLA-Net | https://arxiv.org/abs/1911.11236v3 | Params (M) | 1.2 |
10-shot image generation > Semantic Segmentation | S3DIS | PointNet | http://arxiv.org/abs/1612.00593v2 | mAcc | 66.2 |
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