SOTAVerified

Semantic Segmentation

Papers

Showing 401410 of 14763 papers

TitleStatusHype
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch FrameworkCode1
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning0
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization0
Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation0
Contour Field based Elliptical Shape Prior for the Segment Anything Model0
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling0
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic SegmentationCode1
Digital Twin Generation from Visual Data: A SurveyCode2
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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