SOTAVerified

Semantic Segmentation

Papers

Showing 15311540 of 14763 papers

TitleStatusHype
Channel-wise Knowledge Distillation for Dense PredictionCode1
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line DetectionCode1
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive FusionCode1
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot SegmentationCode1
EditGAN: High-Precision Semantic Image EditingCode1
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic SegmentationCode1
EEEA-Net: An Early Exit Evolutionary Neural Architecture SearchCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
Change-Aware Sampling and Contrastive Learning for Satellite ImagesCode1
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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