SOTAVerified

Semantic Segmentation

Papers

Showing 34763500 of 14763 papers

TitleStatusHype
OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography StudyCode1
Bi-Classifier Determinacy Maximization for Unsupervised Domain AdaptationCode1
Meticulous Object SegmentationCode1
Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
Full-Glow: Fully conditional Glow for more realistic image generationCode1
Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor NavigationCode1
Annotation-efficient deep learning for automatic medical image segmentationCode1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic SegmentationCode1
Contrastive Transformation for Self-supervised Correspondence LearningCode1
Group-Wise Semantic Mining for Weakly Supervised Semantic SegmentationCode1
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep ClusteringCode1
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
The Lottery Ticket Hypothesis for Object RecognitionCode1
You Only Need Adversarial Supervision for Semantic Image SynthesisCode1
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene CompletionCode1
Rethinking Learnable Tree Filter for Generic Feature TransformCode1
Structural Text Segmentation of Legal DocumentsCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene UnderstandingCode1
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological ImagesCode1
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantificationCode1
PeR-ViS: Person Retrieval in Video Surveillance using Semantic DescriptionCode1
Make One-Shot Video Object Segmentation Efficient AgainCode1
Aerial Imagery Pixel-level SegmentationCode1
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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