SOTAVerified

Semantic Segmentation

Papers

Showing 17111720 of 14763 papers

TitleStatusHype
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
GDB: Gated convolutions-based Document BinarizationCode1
Active Label Correction for Semantic Segmentation with Foundation ModelsCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
All in Tokens: Unifying Output Space of Visual Tasks via Soft TokenCode1
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical SegmentationCode1
Generalizable Data-free Objective for Crafting Universal Adversarial PerturbationsCode1
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFsCode1
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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