SOTAVerified

Semantic Segmentation

Papers

Showing 111120 of 14763 papers

TitleStatusHype
InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentationCode3
RAP-SAM: Towards Real-Time All-Purpose Segment AnythingCode3
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image SegmentationCode3
ResNeSt: Split-Attention NetworksCode3
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition TasksCode3
ConceptAttention: Diffusion Transformers Learn Highly Interpretable FeaturesCode3
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?Code3
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything ModelCode3
Generalized Robot 3D Vision-Language Model with Fast Rendering and Pre-Training Vision-Language AlignmentCode3
Generalized Decoding for Pixel, Image, and LanguageCode3
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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