SOTAVerified

Semantic Segmentation

Papers

Showing 19011910 of 14763 papers

TitleStatusHype
Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve BackbonesCode1
Anabranch Network for Camouflaged Object SegmentationCode1
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementCode1
3D-to-2D Distillation for Indoor Scene ParsingCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot SegmentationCode1
DeepVoxNet2: Yet another CNN frameworkCode1
InverseForm: A Loss Function for Structured Boundary-Aware SegmentationCode1
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
Deep Structured Instance Graph for Distilling Object DetectorsCode1
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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