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 151–160 of 283 papers

Title	Date	Tasks	Status	Hype
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees	Sep 3, 2023	BenchmarkingInstance Segmentation	—Unverified	0
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation	May 20, 2020	Image SegmentationOptical Flow Estimation	—Unverified	0
Shift-Memory Network for Temporal Scene Segmentation	Feb 17, 2022	Scene SegmentationSegmentation	—Unverified	0
2020 CATARACTS Semantic Segmentation Challenge	Oct 21, 2021	AnatomyScene Segmentation	—Unverified	0
Gaga: Group Any Gaussians via 3D-aware Memory Bank	Apr 11, 2024	Contrastive LearningObject Tracking	—Unverified	0
General Dynamic Scene Reconstruction from Multiple View Video	Sep 30, 2015	Scene SegmentationSegmentation	—Unverified	0
Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model	Nov 13, 2024	DecoderScene Segmentation	—Unverified	0
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation	Dec 15, 2022	Data AugmentationDiversity	—Unverified	0
Global-Local Propagation Network for RGB-D Semantic Segmentation	Jan 26, 2021	DecoderScene Segmentation	—Unverified	0
Value of Temporal Dynamics Information in Driving Scene Segmentation	Mar 21, 2019	Scene SegmentationSegmentation	—Unverified	0

Show:10 25 50

← PrevPage 16 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