SOTAVerified

Semantic Segmentation

Papers

Showing 30113020 of 14763 papers

TitleStatusHype
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNsCode1
spectrai: A deep learning framework for spectral dataCode1
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree NetworksCode1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised SegmentationCode1
KITTI-CARLA: a KITTI-like dataset generated by CARLA SimulatorCode1
FaPN: Feature-aligned Pyramid Network for Dense Image PredictionCode1
PnP-3D: A Plug-and-Play for 3D Point CloudsCode1
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic SegmentationCode1
PIT: Position-Invariant Transform for Cross-FoV Domain AdaptationCode1
Real-time Human-Centric Segmentation for Complex Video ScenesCode1
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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