SOTAVerified

Semantic Segmentation

Papers

Showing 29913000 of 14763 papers

TitleStatusHype
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth EstimationCode1
Learning Inner-Group Relations on Point CloudsCode1
Single-Image Specular Highlight Removal via Real-World Dataset ConstructionCode1
ISNet: Integrate Image-Level and Semantic-Level Context for Semantic SegmentationCode1
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time TrainingCode1
Re-using Adversarial Mask Discriminators for Test-time Training under Distribution ShiftsCode1
Mining Contextual Information Beyond Image for Semantic SegmentationCode1
Generalize then Adapt: Source-Free Domain Adaptive Semantic SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
Real-Time Monocular Human Depth Estimation and Segmentation on Embedded SystemsCode1
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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