SOTAVerified

Semantic Segmentation

Papers

Showing 15111520 of 14763 papers

TitleStatusHype
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Attention-guided Temporally Coherent Video Object MattingCode1
Decoupling Common and Unique Representations for Multimodal Self-supervised LearningCode1
Deep clustering: Discriminative embeddings for segmentation and separationCode1
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentationCode1
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
Effective semantic segmentation in Cataract Surgery: What matters most?Code1
Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and GrounderCode1
DecoupleNet: Decoupled Network for Domain Adaptive 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
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