SOTAVerified

Semantic Segmentation

Papers

Showing 22412250 of 14763 papers

TitleStatusHype
Open-vocabulary Semantic Segmentation with Frozen Vision-Language ModelsCode1
Boosting Semi-Supervised Semantic Segmentation with Probabilistic RepresentationsCode1
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic SegmentationCode1
RGB-T Semantic Segmentation with Location, Activation, and SharpeningCode1
MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentationCode1
Instance Segmentation for Chinese Character Stroke Extraction, Datasets and BenchmarksCode1
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled DataCode1
BARS: A Benchmark for Airport Runway SegmentationCode1
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharingCode1
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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