SOTAVerified

Semantic Segmentation

Papers

Showing 211220 of 14763 papers

TitleStatusHype
SAMRefiner: Taming Segment Anything Model for Universal Mask RefinementCode2
Segment Anything for HistopathologyCode2
iFormer: Integrating ConvNet and Transformer for Mobile ApplicationCode2
LWGANet: A Lightweight Group Attention Backbone for Remote Sensing Visual TasksCode2
Scaling up self-supervised learning for improved surgical foundation modelsCode2
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image SegmentationCode2
RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation ModelsCode2
Merging Context Clustering with Visual State Space Models for Medical Image SegmentationCode2
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation BenchmarkCode2
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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