SOTAVerified

Semantic Segmentation

Papers

Showing 14511460 of 14763 papers

TitleStatusHype
Common Limitations of Image Processing Metrics: A Picture StoryCode1
Combining Visual and Textual Features for Semantic Segmentation of Historical NewspapersCode1
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networksCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
A Three-Stage Self-Training Framework for Semi-Supervised Semantic SegmentationCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody ImagesCode1
Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian InferenceCode1
Dynamic Token Pruning in Plain Vision Transformers for Semantic SegmentationCode1
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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