SOTAVerified

Semantic Segmentation

Papers

Showing 26912700 of 14763 papers

TitleStatusHype
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic SegmentationCode1
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image SegmentationCode1
A Unified Query-based Paradigm for Point Cloud UnderstandingCode1
Contextual Attention Network: Transformer Meets U-NetCode1
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasksCode1
Class Re-Activation Maps for Weakly-Supervised Semantic SegmentationCode1
An attention-based U-Net for detecting deforestation within satellite sensor imageryCode1
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and ClassificationCode1
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous DrivingCode1
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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