SOTAVerified

Semantic Segmentation

Papers

Showing 5160 of 14763 papers

TitleStatusHype
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic KernelsCode4
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNNCode4
PVUW 2024 Challenge on Complex Video Understanding: Methods and ResultsCode4
SegGPT: Segmenting Everything In ContextCode4
Highly Accurate Dichotomous Image SegmentationCode4
InceptionNeXt: When Inception Meets ConvNeXtCode4
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image SegmentationCode4
Images Speak in Images: A Generalist Painter for In-Context Visual LearningCode4
Attention on the SphereCode4
LSKNet: A Foundation Lightweight Backbone for Remote SensingCode4
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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