SOTAVerified

Semantic Segmentation

Papers

Showing 931940 of 14763 papers

TitleStatusHype
RETR: Multi-View Radar Detection Transformer for Indoor PerceptionCode1
OneNet: A Channel-Wise 1D Convolutional U-NetCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
Fast and Efficient Transformer-based Method for Bird's Eye View Instance PredictionCode1
ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark DatasetCode1
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution ShiftsCode1
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression PerspectiveCode1
LiVOS: Light Video Object Segmentation with Gated Linear MatchingCode1
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape DescriptorsCode1
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion ModelCode1
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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