SOTAVerified

Semantic Segmentation

Papers

Showing 15111520 of 14763 papers

TitleStatusHype
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided FlowCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled RegularizationCode1
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
Change-Aware Sampling and Contrastive Learning for Satellite ImagesCode1
Context-self contrastive pretraining for crop type semantic segmentationCode1
Contextual Diversity for Active LearningCode1
Contextual Attention Network: Transformer Meets U-NetCode1
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resectionsCode1
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing ImageryCode1
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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