SOTAVerified

Semantic Segmentation

Papers

Showing 611620 of 14763 papers

TitleStatusHype
Dataset QuantizationCode2
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated ConvolutionsCode2
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
Customized Segment Anything Model for Medical Image SegmentationCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene UnderstandingCode2
BiFormer: Vision Transformer with Bi-Level Routing AttentionCode2
Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT ImagesCode2
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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