SOTAVerified

Semantic Segmentation

Papers

Showing 17711780 of 14763 papers

TitleStatusHype
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
Balanced Energy Regularization Loss for Out-of-distribution DetectionCode1
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
Balanced Meta-Softmax for Long-Tailed Visual RecognitionCode1
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object SegmentationCode1
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp SegmentationCode1
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain TumorCode1
Deep Multi-Threshold Spiking-UNet for Image ProcessingCode1
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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