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What metrics were used to measure the SSMA model in the Self-Supervised Model Adaptation for Multimodal Semantic Segmentation paper on the SUN-RGBD dataset?
Mean IoU, Mean IoU (test)
What metrics were used to measure the RecurrentSceneParsing model in the Recurrent Scene Parsing with Perspective Understanding in the Loop paper on the SUN-RGBD dataset?
Mean IoU, Mean IoU (test)
What metrics were used to measure the CI-Net model in the CI-Net: Contextual Information for Joint Semantic Segmentation and Depth Estimation paper on the SUN-RGBD dataset?
Mean IoU, Mean IoU (test)
What metrics were used to measure the Depth-aware CNN model in the Depth-aware CNN for RGB-D Segmentation paper on the SUN-RGBD dataset?
Mean IoU, Mean IoU (test)
What metrics were used to measure the AdapNet++ model in the Self-Supervised Model Adaptation for Multimodal Semantic Segmentation paper on the SUN-RGBD dataset?
Mean IoU, Mean IoU (test)
What metrics were used to measure the LF (Segformer B2) model in the Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation paper on the SUN-RGBD dataset?
Mean IoU, Mean IoU (test)
What metrics were used to measure the Feature Geometric Net model in the FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the RFCR model in the Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the SCF-Net model in the SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the RandLA-Net model in the RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the SPG model in the Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the BAAF-Net model in the Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the KPConv model in the KPConv: Flexible and Deformable Convolution for Point Clouds paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the SPG model in the Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the GACNet model in the Graph Attention Convolution for Point Cloud Semantic Segmentation paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the shellnet_v2 model in the ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the MSDeepVoxNet model in the Classification of Point Cloud Scenes with Multiscale Voxel Deep Network paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the RF_MSSF model in the Semantic Classification of 3D Point Clouds with Multiscale Spherical Neighborhoods paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the SegCloud model in the SEGCloud: Semantic Segmentation of 3D Point Clouds paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the SnapNet_ model in the Unstructured point cloud semantic labelingusing deep segmentation networks paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the DeePr3SS model in the Deep Projective 3D Semantic Segmentation paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the 3D-FCNN-TI model in the SEGCloud: Semantic Segmentation of 3D Point Clouds paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the TMLC-MSR model in the Fast semantic segmentation of 3d point clouds with strongly varying density paper on the Semantic3D dataset?
mIoU, oAcc
What metrics were used to measure the MultiMAE (ViT-B) model in the MultiMAE: Multi-modal Multi-task Masked Autoencoders paper on the Hypersim dataset?
mIoU
What metrics were used to measure the MAE (ViT-B) model in the MultiMAE: Multi-modal Multi-task Masked Autoencoders paper on the Hypersim dataset?
mIoU
What metrics were used to measure the DINO (ViT-B) model in the MultiMAE: Multi-modal Multi-task Masked Autoencoders paper on the Hypersim dataset?
mIoU
What metrics were used to measure the MoCo-v3 (ViT-B) model in the MultiMAE: Multi-modal Multi-task Masked Autoencoders paper on the Hypersim dataset?
mIoU
What metrics were used to measure the LSKNet-S model in the Large Selective Kernel Network for Remote Sensing Object Detection paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the LSKNet-T model in the Large Selective Kernel Network for Remote Sensing Object Detection paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the EfficientUNets and Transformers model in the Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the FT-UNetFormer model in the UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the DC-Swin model in the A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the UNetFormer model in the UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the MANet model in the Multiattention network for semantic segmentation of fine-resolution remote sensing images paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the ABCNet model in the ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the BANet model in the Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images paper on the ISPRS Vaihingen dataset?
Overall Accuracy, Average F1, Category mIoU
What metrics were used to measure the U-Net baseline model in the FLAIR #1: semantic segmentation and domain adaptation dataset paper on the FLAIR (French Land cover from Aerospace ImageRy) dataset?
mIoU
What metrics were used to measure the CMX model in the CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the EMSANet (2x ResNet-34 NBt1D, PanopticNDT version) model in the PanopticNDT: Efficient and Robust Panoptic Mapping paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the RFBNet model in the RFBNet: Deep Multimodal Networks with Residual Fusion Blocks for RGB-D Semantic Segmentation paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the SSMA model in the Self-Supervised Model Adaptation for Multimodal Semantic Segmentation paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the EMSAFormer model in the Efficient Multi-Task Scene Analysis with RGB-D Transformers paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the AdapNet++ model in the Self-Supervised Model Adaptation for Multimodal Semantic Segmentation paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the 3DMV (2d proj) model in the 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the MSeg1080_RVC model in the MSeg: A Composite Dataset for Multi-domain Semantic Segmentation paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the PSPNet model in the Pyramid Scene Parsing Network paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the ENet model in the ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the ScanNet (2d proj) model in the ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the Floors are Flat model in the Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction paper on the ScanNetV2 dataset?
Mean IoU, Pixel Accuracy, Mean IoU (test), Mean IoU (val)
What metrics were used to measure the ERFNet-IntRA-KD (ours) model in the Inter-Region Affinity Distillation for Road Marking Segmentation paper on the ApolloScape dataset?
mIoU
What metrics were used to measure the CBFC model in the Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation paper on the Stanford2D3D Panoramic - RGBD dataset?
mAcc, mIoU
What metrics were used to measure the Tangent (ResNet-101) model in the Tangent Images for Mitigating Spherical Distortion paper on the Stanford2D3D Panoramic - RGBD dataset?
mAcc, mIoU
What metrics were used to measure the HoHoNet (ResNet-101) model in the HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features paper on the Stanford2D3D Panoramic - RGBD dataset?
mAcc, mIoU
What metrics were used to measure the Exchanger+Mask2Former model in the Revisiting the Encoding of Satellite Image Time Series paper on the PASTIS dataset?
Mean IoU (test), Number of Params, Overall Accuracy
What metrics were used to measure the Exchanger+Unet model in the Revisiting the Encoding of Satellite Image Time Series paper on the PASTIS dataset?
Mean IoU (test), Number of Params, Overall Accuracy
What metrics were used to measure the U-TAE model in the Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks paper on the PASTIS dataset?
Mean IoU (test), Number of Params, Overall Accuracy
What metrics were used to measure the UANet(PVT-V2-B2) model in the Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the UANet(Re2sNet50) model in the Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the UANet(VGG-16) model in the Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the SDSC-UNet model in the SDSC-UNet: Dual Skip Connection ViT-based U-shaped Model for Building Extraction paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the DSAT-Net model in the DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial Images paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the UANet(ResNet50) model in the Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the ICT-Net model in the Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the WSDNet model in the Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark paper on the INRIA Aerial Image Labeling dataset?
IoU, mIOU
What metrics were used to measure the CMX (B4) model in the CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the CMX (B2) model in the CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the SegFormer (B2) model in the SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the EAFNet (AoLP) model in the Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the EAFNet (DoLP) model in the Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the EAFNet (3Path) model in the Polarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the SwiftNet model in the In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images paper on the ZJU-RGB-P dataset?
mIoU
What metrics were used to measure the EPYNET model in the EPYNET: Efficient Pyramidal Network for Clothing Segmentation paper on the UTFPR-SBD3 dataset?
1:1 Accuracy, IoU
What metrics were used to measure the SSMA model in the Self-Supervised Model Adaptation for Multimodal Semantic Segmentation paper on the Freiburg Forest dataset?
Mean IoU
What metrics were used to measure the AdapNet++ model in the Self-Supervised Model Adaptation for Multimodal Semantic Segmentation paper on the Freiburg Forest dataset?
Mean IoU
What metrics were used to measure the SFSS-MMSI (RGB+HHA) model in the Single Frame Semantic Segmentation Using Multi-Modal Spherical Images paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SFSS-MMSI (RGB+Depth+Normal) model in the Single Frame Semantic Segmentation Using Multi-Modal Spherical Images paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SFSS-MMSI (RGB+Normal) model in the Single Frame Semantic Segmentation Using Multi-Modal Spherical Images paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SGAT4PASS(RGB only, Fold 1) model in the SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SFSS-MMSI (RGB+Depth) model in the Single Frame Semantic Segmentation Using Multi-Modal Spherical Images paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SGAT4PASS(RGB only, 3 Fold AVG) model in the SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS+ (Supervised + Small + MS) model in the Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS (Supervised + Small + MS) model in the Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SFSS-MMSI (RGB Only) model in the Single Frame Semantic Segmentation Using Multi-Modal Spherical Images paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS+ (UDA + MPA + MS) model in the Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the CBFC model in the Complementary Bi-directional Feature Compression for Indoor 360° Semantic Segmentation with Self-distillation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS (Supervised + Small) model in the Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the HoHoNet (ResNet-101) model in the HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS (UDA + MPA + MS) model in the Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS (UDA + MPA) model in the Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the PanoFormer model in the PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Trans4PASS (UDA + Source Only) model in the Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the FreDSNet model in the FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Tangent (ResNet-101) model in the Tangent Images for Mitigating Spherical Distortion paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the SWSCNN model in the Spin-Weighted Spherical CNNs paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the HexRUNet model in the Orientation-aware Semantic Segmentation on Icosahedron Spheres paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the Interpolated SelectionConv model in the Interpolated SelectionConv for Spherical Images and Surfaces paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the GaugeNet (R2R-U-Net) model in the Gauge Equivariant Convolutional Networks and the Icosahedral CNN paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the UGSCNN model in the Spherical CNNs on Unstructured Grids paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the U-Net model in the U-Net: Convolutional Networks for Biomedical Image Segmentation paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc
What metrics were used to measure the DisConv model in the Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images paper on the Stanford2D3D Panoramic dataset?
mIoU, mAcc