SOTAVerified

Semantic Segmentation

Papers

Showing 35313540 of 14763 papers

TitleStatusHype
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain RepresentationsCode1
RELLIS-3D Dataset: Data, Benchmarks and AnalysisCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous VehiclesCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
Efficient RGB-D Semantic Segmentation for Indoor Scene AnalysisCode1
Deep Multimodal Fusion by Channel ExchangingCode1
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR ImagesCode1
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic SegmentationCode1
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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