SOTAVerified

Semantic Segmentation

Papers

Showing 18111820 of 14763 papers

TitleStatusHype
Explain Any Concept: Segment Anything Meets Concept-Based ExplanationCode1
One-Prompt to Segment All Medical ImagesCode1
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion ModelCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf SegmentationCode1
Component-aware anomaly detection framework for adjustable and logical industrial visual inspectionCode1
Not All Pixels Are Equal: Learning Pixel Hardness for Semantic SegmentationCode1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsCode1
GeNAS: Neural Architecture Search with Better GeneralizationCode1
MaxViT-UNet: Multi-Axis Attention for Medical Image SegmentationCode1
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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