SOTAVerified

Semantic Segmentation

Papers

Showing 4150 of 14763 papers

TitleStatusHype
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image SegmentationCode4
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image SegmentationCode4
InstanceDiffusion: Instance-level Control for Image GenerationCode4
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image SegmentationCode4
Scalable 3D Panoptic Segmentation As Superpoint Graph ClusteringCode4
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision ApplicationsCode4
LISA++: An Improved Baseline for Reasoning Segmentation with Large Language ModelCode4
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment AnythingCode4
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and EditingCode4
3D TransUNet: Advancing Medical Image Segmentation through Vision TransformersCode4
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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