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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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 221–230 of 283 papers

Title	Date	Tasks	Status	Hype
Predicting Multiple Structured Visual Interpretations	Dec 1, 2015	Pose EstimationScene Segmentation	—Unverified	0
Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations	Jul 20, 2022	Pseudo LabelRepresentation Learning	—Unverified	0
ThermalDiffusion: Visual-to-Thermal Image-to-Image Translation for Autonomous Navigation	Jun 26, 2025	Autonomous NavigationDepth Estimation	—Unverified	0
Putting 3D Spatially Sparse Networks on a Diet	Dec 2, 2021	Instance SegmentationNetwork Pruning	—Unverified	0
EPRNet: Efficient Pyramid Representation Network for Real-Time Street Scene Segmentation	Mar 23, 2021	image-classificationImage Classification	CodeCode Available	0
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation	Aug 6, 2021	Domain AdaptationScene Segmentation	CodeCode Available	0
Example-Guided Style Consistent Image Synthesis from Semantic Labeling	Jun 4, 2019	Image GenerationScene Segmentation	CodeCode Available	0
Loci-Segmented: Improving Scene Segmentation Learning	Oct 16, 2023	Scene SegmentationSegmentation	CodeCode Available	0
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation	Jul 11, 2022	Domain Generalizationimage-classification	CodeCode Available	0
DepthComp: real-time depth image completion based on prior semantic scene segmentation	Sep 4, 2017	Scene SegmentationSegmentation	CodeCode Available	0

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All datasets SUN-RGBD ScanNet StreetHazards MovieNet UAVid

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ICM	Mean IoU	50.6	—	Unverified
2	Index Network	Mean IoU	33.48	—	Unverified
3	DeepLab-LargeFOV	Mean IoU	32.08	—	Unverified
4	SegNet	Mean IoU	31.84	—	Unverified
5	FCN	Mean IoU	27.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	3DMV	Average Accuracy	75	—	Unverified
2	KPConv	3DIoU	68.6	—	Unverified
3	PointNet++	Average Accuracy	60.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Mask2Anomaly	Open-mIoU	59.8	—	Unverified
2	LDN121-RPL	Open-mIoU	56.3	—	Unverified
3	LDN121-DenseHybrid	Open-mIoU	45.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	NeighborNet	AP	71.9	—	Unverified
2	TranS4mer	AP	60.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	UNetFormer	Category mIoU	67.8	—	Unverified