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Semantic Segmentation

Papers

Showing 18911900 of 14763 papers

TitleStatusHype
Deliberated Domain Bridging for Domain Adaptive Semantic SegmentationCode1
Extract Free Dense Labels from CLIPCode1
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label ClassifierCode1
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM MicrographsCode1
CARIS: Context-Augmented Referring Image SegmentationCode1
Interactive Object Segmentation With Inside-Outside GuidanceCode1
Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel ImagesCode1
Detect, consolidate, delineate: scalable mapping of field boundaries using satellite imagesCode1
Dilated convolution with learnable spacingsCode1
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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