SOTAVerified

Semantic Segmentation

Papers

Showing 17311740 of 14763 papers

TitleStatusHype
Active learning for medical image segmentation with stochastic batchesCode1
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point CloudsCode1
Generic Knowledge Boosted Pre-training For Remote Sensing ImagesCode1
Generic-to-Specific Distillation of Masked AutoencodersCode1
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with UncertaintyCode1
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance SegmenterCode1
A Robust Volumetric Transformer for Accurate 3D Tumor SegmentationCode1
Geography-Aware Self-Supervised LearningCode1
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure SegmentationCode1
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
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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