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 226250 of 283 papers

TitleStatusHype
Seamless Scene SegmentationCode0
KPConv: Flexible and Deformable Convolution for Point CloudsCode1
DSNet: An Efficient CNN for Road Scene Segmentation0
Relation-Aware Global Attention for Person Re-identificationCode0
The RGB-D Triathlon: Towards Agile Visual Toolboxes for RobotsCode0
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding ApproachCode0
Value of Temporal Dynamics Information in Driving Scene Segmentation0
On Boosting Semantic Street Scene Segmentation with Weak SupervisionCode0
Toward Achieving Robust Low-Level and High-Level Scene ParsingCode0
Path-Invariant Map NetworksCode0
Semantic Stereo for Incidental Satellite ImagesCode0
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation0
Dual Attention Network for Scene SegmentationCode0
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel FramesCode0
Online Self-supervised Scene Segmentation for Micro Aerial Vehicles0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
Real-time Progressive 3D Semantic Segmentation for Indoor Scene0
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene SegmentationCode0
Panoptic SegmentationCode1
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance SegmentationCode0
Neuron-level Selective Context Aggregation for Scene Segmentation0
A Fully Convolutional Tri-branch Network (FCTN) for Domain Adaptation0
Modeling Urban Scenes From Pointclouds0
DepthComp: real-time depth image completion based on prior semantic scene segmentationCode0
Fast Scene Understanding for Autonomous DrivingCode0
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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