SOTAVerified

Semantic Segmentation

Papers

Showing 22712280 of 14763 papers

TitleStatusHype
SliceMamba with Neural Architecture Search for Medical Image Segmentation0
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
StixelNExT: Toward Monocular Low-Weight Perception for Object Segmentation and Free Space DetectionCode0
MambaVision: A Hybrid Mamba-Transformer Vision BackboneCode7
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices0
Exploiting Scale-Variant Attention for Segmenting Small Medical ObjectsCode2
Weakly-supervised Medical Image Segmentation with Gaze AnnotationsCode1
H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating PaperCode0
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
High-Resolution Cloud Detection NetworkCode1
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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