SOTAVerified

Semantic Segmentation

Papers

Showing 57515775 of 14763 papers

TitleStatusHype
CircleSnake: Instance Segmentation with Circle RepresentationCode0
Evaluating the Robustness of Off-Road Autonomous Driving Segmentation against Adversarial Attacks: A Dataset-Centric analysisCode0
Circle Representation for Medical Instance Object SegmentationCode0
Leveraging CAM Algorithms for Explaining Medical Semantic SegmentationCode0
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive LearningCode0
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite ImageryCode0
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays OffCode0
Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspectiveCode0
Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer VisionCode0
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2Code0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic SegmentationCode0
Evaluating Bayesian Deep Learning Methods for Semantic SegmentationCode0
Application of Decision Rules for Handling Class Imbalance in Semantic SegmentationCode0
LeMoRe: Learn More Details for Lightweight Semantic SegmentationCode0
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
EVA: Exploring the Limits of Masked Visual Representation Learning at ScaleCode0
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic SegmentationCode0
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningCode0
Learn to Segment Retinal Lesions and BeyondCode0
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image SegmentationCode0
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into partsCode0
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing ImagesCode0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified