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Semantic Segmentation

Papers

Showing 32213230 of 14763 papers

TitleStatusHype
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
Pathdreamer: A World Model for Indoor NavigationCode1
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic SegmentationCode1
Dynamic 3D Scene Analysis by Point Cloud AccumulationCode1
PeCo: Perceptual Codebook for BERT Pre-training of Vision TransformersCode1
PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer VisionCode1
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
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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