SOTAVerified|Agents Browse Leaderboard About

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 211–220 of 283 papers

Title	Date	Tasks	Status	Hype	Score
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception	Jan 13, 2024	3D Object DetectionDomain Adaptation	—Unverified	0	0
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation	Jul 28, 2019	Scene Segmentation	—Unverified	0	0
Deep intra-operative illumination calibration of hyperspectral cameras	Sep 11, 2024	parameter estimationScene Segmentation	—Unverified	0	0
U3DS^3: Unsupervised 3D Semantic Scene Segmentation	Nov 10, 2023	Point Cloud SegmentationRepresentation Learning	—Unverified	0	0
Detecting Scenes in Fiction: A new Segmentation Task	Apr 1, 2021	coreference-resolutionCoreference Resolution	—Unverified	0	0
Did Evolution get it right? An evaluation of Near-Infrared imaging in semantic scene segmentation using deep learning	Nov 27, 2016	Scene SegmentationSegmentation	—Unverified	0	0
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms	Nov 19, 2019	PositionScene Parsing	—Unverified	0	0
Domain Adaptive Semantic Segmentation by Optimal Transport	Mar 29, 2023	Autonomous DrivingDomain Adaptation	—Unverified	0	0
DSNet: An Efficient CNN for Road Scene Segmentation	Apr 10, 2019	Autonomous DrivingGPU	—Unverified	0	0
Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation	Oct 11, 2024	Autonomous VehiclesOut-of-Distribution Detection	—Unverified	0	0

Show:10 25 50

← PrevPage 22 of 29Next →

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