SOTAVerified

Semantic Segmentation

Papers

Showing 24712480 of 14763 papers

TitleStatusHype
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationCode1
Class Tokens Infusion for Weakly Supervised Semantic SegmentationCode1
Deep Multimodal Fusion by Channel ExchangingCode1
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology imagesCode1
Abstract Flow for Temporal Semantic Segmentation on the Permutohedral LatticeCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide imagesCode1
Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimizationCode1
ISTR: End-to-End Instance Segmentation with TransformersCode1
HPTQ: Hardware-Friendly Post Training QuantizationCode1
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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