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 126150 of 283 papers

TitleStatusHype
Adversarial Style Augmentation for Domain Generalized Urban-Scene SegmentationCode0
PDFNet: Pointwise Dense Flow Network for Urban-Scene SegmentationCode0
Dirty Pixels: Towards End-to-End Image Processing and PerceptionCode0
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene UnderstandingCode0
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR DataCode0
EPRNet: Efficient Pyramid Representation Network for Real-Time Street Scene SegmentationCode0
Fully Convolutional Networks for Semantic SegmentationCode0
Dual Attention Network for Scene SegmentationCode0
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet GuidanceCode0
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion ModelsCode0
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy ImagesCode0
Efficient Yet Deep Convolutional Neural Networks for Semantic SegmentationCode0
End-to-end Learning of Driving Models from Large-scale Video DatasetsCode0
Neuron-level Selective Context Aggregation for Scene Segmentation0
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation0
ObPose: Leveraging Pose for Object-Centric Scene Inference and Generation in 3D0
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing0
Online Self-supervised Scene Segmentation for Micro Aerial Vehicles0
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views0
Optical Flow with Semantic Segmentation and Localized Layers0
OS-MSL: One Stage Multimodal Sequential Link Framework for Scene Segmentation and Classification0
Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation0
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation0
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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