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 61–70 of 283 papers

Title	Date	Tasks	Status	Hype
Neighbor Relations Matter in Video Scene Detection	Jan 1, 2024	Scene Segmentation	CodeCode Available	1
MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection	Jan 1, 2024	Point Cloud SegmentationScene Segmentation	—Unverified	0
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels	Dec 28, 2023	Image SegmentationScene Segmentation	—Unverified	0
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark	Dec 19, 2023	AnatomyInstance Segmentation	CodeCode Available	1
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection	Dec 11, 2023	BenchmarkingDomain Adaptation	—Unverified	0
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation	Nov 29, 2023	Scene SegmentationScene Understanding	CodeCode Available	1
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding	Nov 27, 2023	Continual LearningContinual Semantic Segmentation	—Unverified	0
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation	Nov 21, 2023	Depth EstimationDomain Adaptation	CodeCode Available	1
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer Vision	Nov 12, 2023	object-detectionObject Detection	CodeCode Available	1
U3DS^3: Unsupervised 3D Semantic Scene Segmentation	Nov 10, 2023	Point Cloud SegmentationRepresentation Learning	—Unverified	0

Show:10 25 50

← PrevPage 7 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