SOTAVerified

Semantic Segmentation

Papers

Showing 981990 of 14763 papers

TitleStatusHype
Scaling up self-supervised learning for improved surgical foundation modelsCode2
Shape-Based Single Object Classification Using Ensemble Method Classifiers0
UNIR-Net: A Novel Approach for Restoring Underwater Images with Non-Uniform Illumination Using Synthetic DataCode0
Bayesian Multifractal Image Segmentation0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation0
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
Pseudolabel guided pixels contrast for domain adaptive semantic segmentationCode0
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing0
RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image SegmentationCode2
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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