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 ⌀ |
|---|---|---|---|---|---|
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | GRU | https://arxiv.org/abs/2404.02227v1 | MSE-D | 28.69 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | GRU | https://arxiv.org/abs/2404.02227v1 | MSE-P | 28.65 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | LSTM | https://arxiv.org/abs/2404.02227v1 | SUM | 116.01 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | LSTM | https://arxiv.org/abs/2404.02227v1 | MSE-D | 58.31 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | LSTM | https://arxiv.org/abs/2404.02227v1 | MSE-P | 57.7 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | ViTag | https://arxiv.org/abs/2404.02227v1 | SUM | 200.9 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | ViTag | https://arxiv.org/abs/2404.02227v1 | MSE-D | 100.53 |
Trajectory Prediction > Out-of-Sight Trajectory Prediction | Vi-Fi Multi-modal Dataset | ViTag | https://arxiv.org/abs/2404.02227v1 | MSE-P | 100.37 |
Depth Estimation | DCM | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | Abs Rel | 0.251 |
Depth Estimation | DCM | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | Sq Rel | 0.318 |
Depth Estimation | DCM | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | RMSE | 0.971 |
Depth Estimation | DCM | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | RMSE log | 0.305 |
Depth Estimation | DCM | MIDAS | https://arxiv.org/abs/1907.01341v3 | Abs Rel | 0.309 |
Depth Estimation | DCM | MIDAS | https://arxiv.org/abs/1907.01341v3 | Sq Rel | 0.381 |
Depth Estimation | DCM | MIDAS | https://arxiv.org/abs/1907.01341v3 | RMSE | 1.033 |
Depth Estimation | DCM | MIDAS | https://arxiv.org/abs/1907.01341v3 | RMSE log | 0.375 |
Depth Estimation | DCM | T2Net | http://arxiv.org/abs/1808.01454v1 | Abs Rel | 0.351 |
Depth Estimation | DCM | T2Net | http://arxiv.org/abs/1808.01454v1 | Sq Rel | 0.416 |
Depth Estimation | DCM | T2Net | http://arxiv.org/abs/1808.01454v1 | RMSE | 1.117 |
Depth Estimation | DCM | T2Net | http://arxiv.org/abs/1808.01454v1 | RMSE log | 0.415 |
Depth Estimation | ScanNetV2 | Distill Any Depth | https://arxiv.org/abs/2502.19204v2 | absolute relative error | 0.042 |
Depth Estimation | ScanNetV2 | Distill Any Depth | https://arxiv.org/abs/2502.19204v2 | Delta < 1.25 | 0.980 |
Depth Estimation | ScanNetV2 | DELTAS | https://arxiv.org/abs/2003.08933v2 | absolute relative error | 0.0932 |
Depth Estimation | ScanNetV2 | DELTAS | https://arxiv.org/abs/2003.08933v2 | Delta < 1.25 | 0.9287 |
Depth Estimation | ScanNetV2 | LeReS | https://arxiv.org/abs/2012.09365v1 | absolute relative error | 0.095 |
Depth Estimation | Stanford2D3D Panoramic | HiMODE | https://arxiv.org/abs/2204.05007v1 | RMSE | 0.2619 |
Depth Estimation | Stanford2D3D Panoramic | HiMODE | https://arxiv.org/abs/2204.05007v1 | absolute relative error | 0.0532 |
Depth Estimation | Stanford2D3D Panoramic | FreDSNet | https://arxiv.org/abs/2210.01595v2 | RMSE | 0.2727 |
Depth Estimation | Stanford2D3D Panoramic | FreDSNet | https://arxiv.org/abs/2210.01595v2 | absolute relative error | 0.0952 |
Depth Estimation | Stanford2D3D Panoramic | NLFB | https://arxiv.org/abs/2109.10563v3 | RMSE | 0.2776 |
Depth Estimation | Stanford2D3D Panoramic | NLFB | https://arxiv.org/abs/2109.10563v3 | absolute relative error | 0.0649 |
Depth Estimation | Stanford2D3D Panoramic | PanoFormer | https://arxiv.org/abs/2203.09283v2 | RMSE | 0.3083 |
Depth Estimation | Stanford2D3D Panoramic | PanoFormer | https://arxiv.org/abs/2203.09283v2 | absolute relative error | 0.0405 |
Depth Estimation | Stanford2D3D Panoramic | ACDNet | https://arxiv.org/abs/2112.14440v2 | RMSE | 0.341 |
Depth Estimation | Stanford2D3D Panoramic | ACDNet | https://arxiv.org/abs/2112.14440v2 | absolute relative error | 0.0984 |
Depth Estimation | Stanford2D3D Panoramic | OmniFusion (2-iter) | https://arxiv.org/abs/2203.00838v2 | RMSE | 0.3474 |
Depth Estimation | Stanford2D3D Panoramic | OmniFusion (2-iter) | https://arxiv.org/abs/2203.00838v2 | absolute relative error | 0.095 |
Depth Estimation | Stanford2D3D Panoramic | GLPanoDepth | https://arxiv.org/abs/2202.02796v2 | RMSE | 0.3493 |
Depth Estimation | Stanford2D3D Panoramic | Neural Contourlet Network | https://arxiv.org/abs/2208.01817v1 | RMSE | 0.3528 |
Depth Estimation | Stanford2D3D Panoramic | Neural Contourlet Network | https://arxiv.org/abs/2208.01817v1 | absolute relative error | 0.0558 |
Depth Estimation | Stanford2D3D Panoramic | SliceNet | http://openaccess.thecvf.com//content/CVPR2021/html/Pintore_SliceNet_Deep_Dense_Depth_Estimation_From_a_Single_Indoor_Panorama_CVPR_2021_paper.html | RMSE | 0.3684 |
Depth Estimation | Stanford2D3D Panoramic | SliceNet | http://openaccess.thecvf.com//content/CVPR2021/html/Pintore_SliceNet_Deep_Dense_Depth_Estimation_From_a_Single_Indoor_Panorama_CVPR_2021_paper.html | absolute relative error | 0.0744 |
Depth Estimation | Stanford2D3D Panoramic | DisConv | http://openaccess.thecvf.com/content_ECCV_2018/html/Keisuke_Tateno_Distortion-Aware_Convolutional_Filters_ECCV_2018_paper.html | RMSE | 0.369 |
Depth Estimation | Stanford2D3D Panoramic | DisConv | http://openaccess.thecvf.com/content_ECCV_2018/html/Keisuke_Tateno_Distortion-Aware_Convolutional_Filters_ECCV_2018_paper.html | absolute relative error | 0.176 |
Depth Estimation | Stanford2D3D Panoramic | UniFuse with fusion | https://arxiv.org/abs/2102.03550v2 | RMSE | 0.3691 |
Depth Estimation | Stanford2D3D Panoramic | UniFuse with fusion | https://arxiv.org/abs/2102.03550v2 | absolute relative error | 0.1114 |
Depth Estimation | Stanford2D3D Panoramic | BiFuse++ | https://arxiv.org/abs/2209.02952v1 | RMSE | 0.372 |
Depth Estimation | Stanford2D3D Panoramic | BiFuse++ | https://arxiv.org/abs/2209.02952v1 | absolute relative error | 0.1117 |
Depth Estimation | Stanford2D3D Panoramic | PanoDepth | https://arxiv.org/abs/2202.01323v1 | RMSE | 0.3747 |
Depth Estimation | Stanford2D3D Panoramic | PanoDepth | https://arxiv.org/abs/2202.01323v1 | absolute relative error | 0.0972 |
Depth Estimation | Stanford2D3D Panoramic | HoHoNet (ResNet-101) | https://arxiv.org/abs/2011.11498v3 | RMSE | 0.3834 |
Depth Estimation | Stanford2D3D Panoramic | HoHoNet (ResNet-101) | https://arxiv.org/abs/2011.11498v3 | absolute relative error | 0.1014 |
Depth Estimation | Stanford2D3D Panoramic | BiFuse with fusion | http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_BiFuse_Monocular_360_Depth_Estimation_via_Bi-Projection_Fusion_CVPR_2020_paper.html | RMSE | 0.4142 |
Depth Estimation | Stanford2D3D Panoramic | BiFuse with fusion | http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_BiFuse_Monocular_360_Depth_Estimation_via_Bi-Projection_Fusion_CVPR_2020_paper.html | absolute relative error | 0.1209 |
Depth Estimation | Stanford2D3D Panoramic | Jin et al. | http://openaccess.thecvf.com/content_CVPR_2020/html/Jin_Geometric_Structure_Based_and_Regularized_Depth_Estimation_From_360_Indoor_CVPR_2020_paper.html | RMSE | 0.421 |
Depth Estimation | Stanford2D3D Panoramic | SphereDepth | https://arxiv.org/abs/2208.13714v3 | RMSE | 0.4512 |
Depth Estimation | Stanford2D3D Panoramic | SphereDepth | https://arxiv.org/abs/2208.13714v3 | absolute relative error | 0.1158 |
Depth Estimation | Stanford2D3D Panoramic | OmniDepth | http://arxiv.org/abs/1807.09620v1 | RMSE | 0.6152 |
Depth Estimation | Stanford2D3D Panoramic | OmniDepth | http://arxiv.org/abs/1807.09620v1 | absolute relative error | 0.1996 |
Depth Estimation | Matterport3D | UniFuse | https://arxiv.org/abs/2102.03550v2 | Abs Rel | 0.1063 |
Depth Estimation | eBDtheque | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | Abs Rel | 0.376 |
Depth Estimation | eBDtheque | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | Sq Rel | 0.448 |
Depth Estimation | eBDtheque | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | RMSE | 1.364 |
Depth Estimation | eBDtheque | Bhattacharjee et al. | https://arxiv.org/abs/2110.03575v2 | RMSE log | 0.553 |
Depth Estimation | eBDtheque | MIDAS | https://arxiv.org/abs/1907.01341v3 | Abs Rel | 0.419 |
Depth Estimation | eBDtheque | MIDAS | https://arxiv.org/abs/1907.01341v3 | Sq Rel | 0.503 |
Depth Estimation | eBDtheque | MIDAS | https://arxiv.org/abs/1907.01341v3 | RMSE | 1.416 |
Depth Estimation | eBDtheque | MIDAS | https://arxiv.org/abs/1907.01341v3 | RMSE log | 0.659 |
Depth Estimation | eBDtheque | T2Net | http://arxiv.org/abs/1808.01454v1 | Abs Rel | 0.491 |
Depth Estimation | eBDtheque | T2Net | http://arxiv.org/abs/1808.01454v1 | Sq Rel | 0.555 |
Depth Estimation | eBDtheque | T2Net | http://arxiv.org/abs/1808.01454v1 | RMSE | 1.459 |
Depth Estimation | eBDtheque | T2Net | http://arxiv.org/abs/1808.01454v1 | RMSE log | 0.777 |
Depth Estimation | Cityscapes test | SwinMTL | https://arxiv.org/abs/2403.10662v1 | RMSE | 6.352 |
Depth Estimation | Cityscapes test | SDC-Depth | http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_SDC-Depth_Semantic_Divide-and-Conquer_Network_for_Monocular_Depth_Estimation_CVPR_2020_paper.html | RMSE | 6.917 |
Depth Estimation | 4D Light Field Dataset | LFattNet | http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf | BadPix(0.07) | 3.756 |
Depth Estimation | 4D Light Field Dataset | LFattNet | http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf | MSE | 1.904 |
Depth Estimation | 4D Light Field Dataset | LFattNet | http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf | BadPix(0.03) | 6.823 |
Depth Estimation | 4D Light Field Dataset | LFattNet | http://www.cmlab.csie.ntu.edu.tw/~r06922009/AAAI2020/aaai2020_LFattNet_camera_ready.pdf | BadPix(0.01) | 17.226 |
Depth Estimation | Mars DTM Estimation | GLPDepth | https://www.mdpi.com/2072-4292/14/18/4619 | Delta < 1.25 | 0.4324 |
Depth Estimation | Mars DTM Estimation | GLPDepth | https://www.mdpi.com/2072-4292/14/18/4619 | Delta < 1.25^2 | 0.6667 |
Depth Estimation | Mars DTM Estimation | GLPDepth | https://www.mdpi.com/2072-4292/14/18/4619 | Delta < 1.25^3 | 0.7949 |
Depth Estimation | Mars DTM Estimation | GLPDepth | https://www.mdpi.com/2072-4292/14/18/4619 | Average PSNR | 29.2636 |
Depth Estimation | Mars DTM Estimation | GLPDepth | https://www.mdpi.com/2072-4292/14/18/4619 | mean absolute error | 10.2905 |
Depth Estimation | Mars DTM Estimation | GLPDepth | https://www.mdpi.com/2072-4292/14/18/4619 | RMSE | 18.3042 |
Depth Estimation | Mars DTM Estimation | SRDINET (Model A) | https://www.mdpi.com/2072-4292/14/18/4619 | Delta < 1.25 | 0.3967 |
Depth Estimation | Mars DTM Estimation | SRDINET (Model A) | https://www.mdpi.com/2072-4292/14/18/4619 | Delta < 1.25^2 | 0.6731 |
Depth Estimation | Mars DTM Estimation | SRDINET (Model A) | https://www.mdpi.com/2072-4292/14/18/4619 | Delta < 1.25^3 | 0.8208 |
Depth Estimation | Mars DTM Estimation | SRDINET (Model A) | https://www.mdpi.com/2072-4292/14/18/4619 | Average PSNR | 15.069 |
Depth Estimation | Mars DTM Estimation | SRDINET (Model A) | https://www.mdpi.com/2072-4292/14/18/4619 | mean absolute error | 0.1558 |
Depth Estimation | Mars DTM Estimation | SRDINET (Model A) | https://www.mdpi.com/2072-4292/14/18/4619 | RMSE | 0.1859 |
Depth Estimation | DIODE | AIP-Brown | https://arxiv.org/abs/2007.06153v1 | Delta < 1.25^3 | 0.7945 |
Depth Estimation | DIODE | AIP-Brown | https://arxiv.org/abs/2007.06153v1 | Delta < 1.25 | 0.3563 |
Depth Estimation | DIODE | AIP-Brown | https://arxiv.org/abs/2007.06153v1 | Delta < 1.25^2 | 0.5948 |
Depth Estimation | DIODE | LeRes | https://arxiv.org/abs/2012.09365v1 | Delta < 1.25 | 0.234 |
Depth Estimation | KITTI 2015 | H-Net (Ours) Full Eigen | https://arxiv.org/abs/2104.11288v1 | Absolute relative error (AbsRel) | 0.076 |
Depth Estimation | KITTI 2015 | H-Net (Ours) Full Eigen | https://arxiv.org/abs/2104.11288v1 | Sq Rel | 0.607 |
Depth Estimation | KITTI 2015 | H-Net (Ours) Full Eigen | https://arxiv.org/abs/2104.11288v1 | RMSE | 0.04025 |
Depth Estimation | KITTI 2015 | H-Net (Ours) | https://arxiv.org/abs/2104.11288v1 | Absolute relative error (AbsRel) | 0.094 |
Depth Estimation | KITTI 2015 | H-Net (Ours) | https://arxiv.org/abs/2104.11288v1 | Sq Rel | 0.6 |
Depth Estimation | ScanNet | Atlas (plain) | https://arxiv.org/abs/2003.10432v3 | RMSE | 0.165 |
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