SOTAVerified

Semantic Segmentation

Papers

Showing 26112620 of 14763 papers

TitleStatusHype
Semantic-Aware Domain Generalized SegmentationCode1
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
Online Convolutional Re-parameterizationCode1
Online panoptic 3D reconstruction as a Linear Assignment ProblemCode1
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological ProcessingCode1
Dynamic Multimodal FusionCode1
On the Road to Online Adaptation for Semantic Image SegmentationCode1
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
Harmonizing Pathological and Normal Pixels for Pseudo-healthy SynthesisCode1
Eigencontours: Novel Contour Descriptors Based on Low-Rank ApproximationCode1
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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