SOTAVerified

Semantic Segmentation

Papers

Showing 38713880 of 14763 papers

TitleStatusHype
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic SegmentationCode1
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in VideosCode1
Collaborative Video Object Segmentation by Foreground-Background IntegrationCode1
Synthesize then Compare: Detecting Failures and Anomalies for Semantic SegmentationCode1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
An End-to-end Framework For Low-Resolution Remote Sensing Semantic SegmentationCode1
TACO: Trash Annotations in Context for Litter DetectionCode1
Scene Completeness-Aware Lidar Depth Completion for Driving ScenarioCode1
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic SegmentationCode1
Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsCode1
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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