SOTAVerified|Agents Browse Leaderboard About Blog

Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4121–4130 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Boundary loss for highly unbalanced segmentation	Dec 17, 2018	Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation	CodeCode Available	1	5
DoNet: Deep De-overlapping Network for Cytology Instance Segmentation	Mar 25, 2023	Instance SegmentationRegion Proposal	CodeCode Available	1	5
Do text-free diffusion models learn discriminative visual representations?	Nov 29, 2023	image-classificationImage Classification	CodeCode Available	1	5
On-the-Fly Test-time Adaptation for Medical Image Segmentation	Mar 10, 2022	Image SegmentationMedical Image Segmentation	CodeCode Available	1	5
Boundary-preserving Mask R-CNN	Jul 17, 2020	Instance SegmentationObject	CodeCode Available	1	5
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving	Jan 5, 2022	Adversarial RobustnessAutonomous Driving	CodeCode Available	1	5
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation	Feb 1, 2022	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	1	5
One-shot Weakly-Supervised Segmentation in Medical Images	Nov 21, 2021	DenoisingImage Segmentation	CodeCode Available	1	5
Online Knowledge Distillation via Collaborative Learning	Jun 1, 2020	Knowledge DistillationModel Compression	CodeCode Available	1	5
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance	Dec 17, 2023	3D Instance Segmentation3D Open-Vocabulary Instance Segmentation	CodeCode Available	1	5

Show:10 25 50

← PrevPage 413 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	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