SOTAVerified

Semantic Segmentation

Papers

Showing 35213530 of 14763 papers

TitleStatusHype
Foundation Models for Biomedical Image Segmentation: A Survey0
Automatic characterization of boulders on planetary surfaces from high-resolution satellite images0
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image SegmentationCode2
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images0
Vertical Federated Image Segmentation0
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells0
Weak Labeling for Cropland Mapping in Africa0
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization0
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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