SOTAVerified

Semantic Segmentation

Papers

Showing 37713780 of 14763 papers

TitleStatusHype
Deep-Learning-Assisted Analysis of Cataract Surgery Videos0
SAR image segmentation algorithms based on I-divergence-TV model0
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen0
EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation0
Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques0
A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation0
Loss Functions in the Era of Semantic Segmentation: A Survey and OutlookCode1
Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects0
VISAGE: Video Instance Segmentation with Appearance-Guided EnhancementCode1
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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