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Semantic Segmentation

Papers

Showing 25762600 of 14763 papers

TitleStatusHype
Modeling Missing Annotations for Incremental Learning in Object DetectionCode1
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic SegmentationCode1
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image SegmentationCode1
Semi-supervised 3D shape segmentation with multilevel consistency and part substitutionCode1
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial ImagesCode1
Continual Hippocampus Segmentation with TransformersCode1
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic SegmentationCode1
Language-Grounded Indoor 3D Semantic Segmentation in the WildCode1
IOP-FL: Inside-Outside Personalization for Federated Medical Image SegmentationCode1
Y-Net: A Spatiospectral Dual-Encoder Networkfor Medical Image SegmentationCode1
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage FrameworksCode1
DeiT III: Revenge of the ViTCode1
Interactive Object Segmentation in 3D Point CloudsCode1
NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at NightCode1
Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise AffinityCode1
End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agentCode1
Undoing the Damage of Label Shift for Cross-domain Semantic SegmentationCode1
HFT: Lifting Perspective Representations via Hybrid Feature TransformationCode1
Video K-Net: A Simple, Strong, and Unified Baseline for Video SegmentationCode1
Attention guided global enhancement and local refinement network for semantic segmentationCode1
Pin the Memory: Learning to Generalize Semantic SegmentationCode1
Learning Local and Global Temporal Contexts for Video Semantic SegmentationCode1
TorMentor: Deterministic dynamic-path, data augmentations with fractalsCode1
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic SegmentationCode1
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic SegmentationCode1
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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