SOTAVerified

Semantic Segmentation

Papers

Showing 18011810 of 14763 papers

TitleStatusHype
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance SegmentationCode1
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationCode1
Restore Anything Pipeline: Segment Anything Meets Image RestorationCode1
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology ImagesCode1
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything ModelCode1
ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentationCode1
When SAM Meets Shadow DetectionCode1
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded SystemsCode1
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel BenchmarkCode1
One-Prompt to Segment All Medical ImagesCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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