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Semantic Segmentation

Papers

Showing 40114020 of 14763 papers

TitleStatusHype
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated UncertaintyCode1
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathologyCode1
Variational Structured Attention Networks for Deep Visual Representation LearningCode1
Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationCode1
Exploiting Temporal State Space Sharing for Video Semantic SegmentationCode1
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
Verification of Deep Convolutional Neural Networks Using ImageStarsCode1
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-DisambiguationCode1
Boosting Semi-Supervised Semantic Segmentation with Probabilistic RepresentationsCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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