SOTAVerified

Semantic Segmentation

Papers

Showing 731740 of 14763 papers

TitleStatusHype
A large annotated medical image dataset for the development and evaluation of segmentation algorithmsCode2
Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation LearningCode2
Improving Semantic Segmentation via Video Propagation and Label RelaxationCode2
Multi-Task Learning as Multi-Objective OptimizationCode2
OCNet: Object Context Network for Scene ParsingCode2
Context Encoding for Semantic SegmentationCode2
ChainerCV: a Library for Deep Learning in Computer VisionCode2
Revisiting Unreasonable Effectiveness of Data in Deep Learning EraCode2
The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networksCode2
Feature Pyramid Networks for Object DetectionCode2
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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