SOTAVerified

Semantic Segmentation

Papers

Showing 40114020 of 14763 papers

TitleStatusHype
Are foundation models efficient for medical image segmentation?0
OmniVec: Learning robust representations with cross modal sharing0
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images0
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated dataCode0
Video Instance MattingCode1
Supervised domain adaptation for building extraction from off-nadir aerial images0
Truly Scale-Equivariant Deep Nets with Fourier LayersCode0
Leveraging point annotations in segmentation learning with boundary loss0
TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene UnderstandingCode1
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence0
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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