SOTAVerified

Semantic Segmentation

Papers

Showing 40614070 of 14763 papers

TitleStatusHype
Boundary loss for highly unbalanced segmentationCode1
Non-local U-Net for Biomedical Image SegmentationCode1
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point CloudCode1
Online Model Distillation for Efficient Video InferenceCode1
Bag of Tricks for Image Classification with Convolutional Neural NetworksCode1
Efficient Attention: Attention with Linear ComplexitiesCode1
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation LearningCode1
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic SegmentationCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
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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