SOTAVerified

Semantic Segmentation

Papers

Showing 38113820 of 14763 papers

TitleStatusHype
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and PoseCode1
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot SegmentationCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus ImagesCode1
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical dataCode1
Explain Any Concept: Segment Anything Meets Concept-Based ExplanationCode1
The Medical Segmentation DecathlonCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
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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