SOTAVerified

Semantic Segmentation

Papers

Showing 23312340 of 14763 papers

TitleStatusHype
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack DetectorsCode1
CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal ImagesCode1
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack SegmentationCode1
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-ResolutionCode1
Contextual Diversity for Active LearningCode1
Global Knowledge Calibration for Fast Open-Vocabulary SegmentationCode1
Scaling Out-of-Distribution Detection for Real-World SettingsCode1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsCode1
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic SegmentationCode1
Context Prior for Scene 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
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