SOTAVerified

Scene Segmentation

Scene segmentation is the task of splitting a scene into its various object components.

Image adapted from Temporally coherent 4D reconstruction of complex dynamic scenes.

Papers

Showing 151175 of 283 papers

TitleStatusHype
Hierarchical Knowledge Distillation for Dialogue Sequence Labeling0
DSPoint: Dual-scale Point Cloud Recognition with High-frequency FusionCode1
Robust 3D Scene Segmentation through Hierarchical and Learnable Part-Fusion0
FBNet: Feature Balance Network for Urban-Scene Segmentation0
FTNet: Feature Transverse Network for Thermal Image Semantic SegmentationCode1
Multi-Domain Incremental Learning for Semantic SegmentationCode1
2020 CATARACTS Semantic Segmentation Challenge0
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data0
Boundary-aware Pre-training for Video Scene Segmentation0
Predicting Driver Self-Reported Stress by Analyzing the Road Scene0
CondNet: Conditional Classifier for Scene SegmentationCode1
PDFNet: Pointwise Dense Flow Network for Urban-Scene SegmentationCode0
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
A Multimodal Framework for Video Ads Understanding0
Semantic Scene Segmentation for Robotics Applications0
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation AssistanceCode1
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene SegmentationCode0
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View ImagesCode1
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene SegmentationCode1
Unsupervised Discovery of Object Radiance FieldsCode1
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained ModelsCode1
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos0
Potential Convolution: Embedding Point Clouds into Potential Fields0
Detecting Scenes in Fiction: A new Segmentation Task0
Fusing RGBD Tracking and Segmentation Tree Sampling for Multi-Hypothesis Volumetric SegmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ICMMean IoU50.6Unverified
2Index NetworkMean IoU33.48Unverified
3DeepLab-LargeFOVMean IoU32.08Unverified
4SegNetMean IoU31.84Unverified
5FCNMean IoU27.39Unverified
#ModelMetricClaimedVerifiedStatus
13DMVAverage Accuracy75Unverified
2KPConv3DIoU68.6Unverified
3PointNet++Average Accuracy60.2Unverified
#ModelMetricClaimedVerifiedStatus
1Mask2AnomalyOpen-mIoU59.8Unverified
2LDN121-RPLOpen-mIoU56.3Unverified
3LDN121-DenseHybridOpen-mIoU45.8Unverified
#ModelMetricClaimedVerifiedStatus
1NeighborNetAP71.9Unverified
2TranS4merAP60.78Unverified
#ModelMetricClaimedVerifiedStatus
1UNetFormerCategory mIoU67.8Unverified