SOTAVerified

Semantic Segmentation

Papers

Showing 781790 of 14763 papers

TitleStatusHype
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image SegmentationCode1
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) ComplexityCode1
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion SegmentationCode1
Semantic-Guided Diffusion Model for Single-Step Image Super-ResolutionCode1
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything ModelCode1
Panoramic Out-of-Distribution SegmentationCode1
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic SegmentationCode1
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2Code1
A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative LearningCode1
Real Time Semantic Segmentation of High Resolution Automotive LiDAR ScansCode1
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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