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Semantic Segmentation

Papers

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Showing 601–610 of 14763 papers

TitleStatusHype
Topology preserving Image segmentation using the iterative convolution-thresholding method—0
A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation—0
Multi-modality Anomaly Segmentation on the RoadCode0
Center-guided Classifier for Semantic Segmentation of Remote Sensing Images—0
Should we pre-train a decoder in contrastive learning for dense prediction tasks?—0
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation—0
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image SegmentationCode1
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation—0
Does a Rising Tide Lift All Boats? Bias Mitigation for AI-based CMR SegmentationCode0
Downstream Analysis of Foundational Medical Vision Models for Disease Progression—0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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