SOTAVerified

Semantic Segmentation

Papers

Showing 16011610 of 14763 papers

TitleStatusHype
Interactive 3D Medical Image Segmentation with SAM 2Code1
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder ArchitecturesCode1
ACC-UNet: A Completely Convolutional UNet model for the 2020sCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image SegmentationCode1
False Negative/Positive Control for SAM on Noisy Medical ImagesCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
FANet: Feature Amplification Network for Semantic Segmentation in Cluttered BackgroundCode1
AI Playground: Unreal Engine-based Data Ablation Tool for Deep LearningCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
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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