SOTAVerified

Semantic Segmentation

Papers

Showing 31513160 of 14763 papers

TitleStatusHype
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation0
Grasp Anything: Combining Teacher-Augmented Policy Gradient Learning with Instance Segmentation to Grasp Arbitrary Objects0
FeatUp: A Model-Agnostic Framework for Features at Any ResolutionCode5
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology ImagesCode1
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide imagesCode1
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity0
When Semantic Segmentation Meets Frequency AliasingCode1
Annotation Free Semantic Segmentation with Vision Foundation Models0
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image SegmentationCode2
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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