SOTAVerified|Agents Browse Leaderboard About

Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 651–660 of 14763 papers

Title	Date	Tasks	Status	Hype
Learning What Not to Segment: A New Perspective on Few-Shot Segmentation	Mar 15, 2022	Few-Shot Semantic SegmentationMeta-Learning	CodeCode Available	2
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding	Mar 15, 2022	Boundary DetectionHuman Parsing	CodeCode Available	2
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification	Mar 11, 2022	Earth ObservationLand Cover Classification	CodeCode Available	2
UNeXt: MLP-based Rapid Medical Image Segmentation Network	Mar 9, 2022	DecoderImage Segmentation	CodeCode Available	2
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers	Mar 9, 2022	3D Object DetectionAutonomous Vehicles	CodeCode Available	2
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection	Mar 9, 2022	Co-Salient Object Detectionobject-detection	CodeCode Available	2
E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation	Mar 8, 2022	GPUInstance Segmentation	CodeCode Available	2
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer	Mar 8, 2022	Image Classificationobject-detection	CodeCode Available	2
Cross Language Image Matching for Weakly Supervised Semantic Segmentation	Mar 5, 2022	ObjectSemantic Segmentation	CodeCode Available	2
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers	Mar 5, 2022	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	2

Show:10 25 50

← PrevPage 66 of 1477Next →

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	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (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