SOTAVerified

Semantic Segmentation

Papers

Showing 17211730 of 14763 papers

TitleStatusHype
Excavating the Potential Capacity of Self-Supervised Monocular Depth EstimationCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
Autoregressive Unsupervised Image SegmentationCode1
All you need are a few pixels: semantic segmentation with PixelPickCode1
Auto Seg-Loss: Searching Metric Surrogates for Semantic SegmentationCode1
AutoSweep: Recovering 3D Editable Objectsfrom a Single PhotographCode1
Adversarial Examples for Semantic Segmentation and Object DetectionCode1
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic SegmentationCode1
AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic SegmentationCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
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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