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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2901–2910 of 14763 papers

Title	Date	Tasks	Status	Hype
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation	Oct 23, 2021	Few-Shot LearningFew-Shot Semantic Segmentation	CodeCode Available	1
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels	Oct 23, 2021	Decoderimage-classification	CodeCode Available	1
IVS3D: An Open Source Framework for Intelligent Video Sampling and Preprocessing to Facilitate 3D Reconstruction	Oct 22, 2021	3D ReconstructionOptical Flow Estimation	CodeCode Available	1
UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution	Oct 22, 2021	Instance SegmentationOptical Flow Estimation	CodeCode Available	1
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation	Oct 22, 2021	Autonomous DrivingCross-Domain Few-Shot	CodeCode Available	1
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation	Oct 22, 2021	image-classificationImage Classification	CodeCode Available	1
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation	Oct 22, 2021	Domain AdaptationReal-Time Semantic Segmentation	CodeCode Available	1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection	Oct 22, 2021	Instance Segmentationobject-detection	CodeCode Available	1
PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image	Oct 21, 2021	DecoderDepth Estimation	CodeCode Available	1
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation	Oct 21, 2021	Autonomous VehiclesDomain Adaptation	CodeCode Available	1

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	InternImage-H	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified