SOTAVerified

Semantic Segmentation

Papers

Showing 311320 of 14763 papers

TitleStatusHype
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic SegmentationCode2
Scaling Efficient Masked Image Modeling on Large Remote Sensing DatasetCode2
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and LanguageCode2
Medical Vision Generalist: Unifying Medical Imaging Tasks in ContextCode2
DSNet: A Novel Way to Use Atrous Convolutions in Semantic SegmentationCode2
Parameter-Inverted Image Pyramid NetworksCode2
U-KAN Makes Strong Backbone for Medical Image Segmentation and GenerationCode2
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized CutCode2
Generative Active Learning for Long-tailed Instance SegmentationCode2
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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