SOTAVerified

Semantic Segmentation

Papers

Showing 10211030 of 14763 papers

TitleStatusHype
Rethinking domain generalization in medical image segmentation: One image as one domain0
Rapid Automated Mapping of Clouds on Titan With Instance SegmentationCode0
Test-Time Optimization for Domain Adaptive Open Vocabulary SegmentationCode0
EditAR: Unified Conditional Generation with Autoregressive Models0
Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan AfricaCode0
VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with LanguageCode0
Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images0
SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation0
AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish0
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and VideosCode5
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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