SOTAVerified

Semantic Segmentation

Papers

Showing 24412450 of 14763 papers

TitleStatusHype
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic SegmentationCode1
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain AdaptationCode1
Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic PerspectiveCode1
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth CuesCode1
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?Code1
Dissecting Self-Supervised Learning Methods for Surgical Computer VisionCode1
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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