SOTAVerified

Semantic Segmentation

Papers

Showing 961970 of 14763 papers

TitleStatusHype
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?Code3
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation0
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP0
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student AttentionCode1
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation0
ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning0
OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping0
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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