SOTAVerified

Semantic Segmentation

Papers

Showing 20212030 of 14763 papers

TitleStatusHype
PolyFormer: Referring Image Segmentation as Sequential Polygon GenerationCode1
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking ApplicationsCode1
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisCode1
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft LabelsCode1
Towards Geospatial Foundation Models via Continual PretrainingCode1
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataCode1
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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