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Semantic Segmentation

Papers

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Showing 3541–3550 of 14763 papers

TitleStatusHype
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
PartSTAD: 2D-to-3D Part Segmentation Task AdaptationCode2
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision ApplicationsCode4
Sea ice detection using concurrent multispectral and synthetic aperture radar imagery—0
A locally statistical active contour model for SAR image segmentation can be solved by denoising algorithms—0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
Generic Knowledge Boosted Pre-training For Remote Sensing ImagesCode1
Learning to Prompt Segment Anything Models—0
U-Mamba: Enhancing Long-range Dependency for Biomedical Image SegmentationCode2
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified