SOTAVerified

Semantic Segmentation

Papers

Showing 16611670 of 14763 papers

TitleStatusHype
ACC-UNet: A Completely Convolutional UNet model for the 2020sCode1
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image SegmentationCode1
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGBCode1
Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater EnvironmentCode1
A Learning Strategy for Contrast-agnostic MRI SegmentationCode1
End-to-End Video Matting With Trimap PropagationCode1
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic SegmentationCode1
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Mutual Consistency Learning for Semi-supervised 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
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