SOTAVerified

Semantic Segmentation

Papers

Showing 36613670 of 14763 papers

TitleStatusHype
Representation Sharing for Fast Object Detector Search and BeyondCode1
Funnel Activation for Visual RecognitionCode1
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance SegmentationCode1
Deep Variational Instance SegmentationCode1
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
Balanced Meta-Softmax for Long-Tailed Visual RecognitionCode1
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical ImagesCode1
Unsupervised Learning of Image Segmentation Based on Differentiable Feature ClusteringCode1
Integrative Analysis for COVID-19 Patient Outcome PredictionCode1
Improving Semantic Segmentation via Decoupled Body and Edge SupervisionCode1
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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