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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3101–3110 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation	Aug 25, 2021	Domain AdaptationDomain Generalization	CodeCode Available	1	5
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning	Mar 23, 2023	ClusteringOnline Clustering	CodeCode Available	1	5
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation	Sep 15, 2022	Pseudo LabelSemantic Segmentation	CodeCode Available	1	5
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation	May 31, 2020	DecoderImage Segmentation	CodeCode Available	1	5
DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation	Nov 19, 2020	Instance SegmentationSemantic Segmentation	CodeCode Available	1	5
Test-time Adaptation with Slot-Centric Models	Mar 21, 2022	image-classificationImage Classification	CodeCode Available	1	5
DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting	Dec 14, 2024	3D ReconstructionSegmentation	CodeCode Available	1	5
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps	Oct 19, 2023	Earth ObservationSemantic Segmentation	CodeCode Available	1	5
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video	Sep 25, 2022	Long-tail Video Object SegmentationMulti-Object Tracking	CodeCode Available	1	5
DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation	Dec 30, 2020	Colorectal Polyps CharacterizationDecision Making	CodeCode Available	1	5

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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