SOTAVerified

Semantic Segmentation

Papers

Showing 26812690 of 14763 papers

TitleStatusHype
DPT: Deformable Patch-based Transformer for Visual RecognitionCode1
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss FunctionCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
A Shared Representation for Photorealistic Driving SimulatorsCode1
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth EstimationCode1
Do text-free diffusion models learn discriminative visual representations?Code1
Domain-Rectifying Adapter for Cross-Domain Few-Shot SegmentationCode1
Domain generalization of 3D semantic segmentation in autonomous drivingCode1
DOMINO: Domain-aware Model Calibration in Medical Image 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
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