SOTAVerified

Semantic Segmentation

Papers

Showing 29512975 of 14763 papers

TitleStatusHype
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior MaskCode1
Deep Structured Instance Graph for Distilling Object DetectorsCode1
Excavating the Potential Capacity of Self-Supervised Monocular Depth EstimationCode1
LGD: Label-guided Self-distillation for Object DetectionCode1
Hierarchical Memory Matching Network for Video Object SegmentationCode1
Semantic Segmentation-assisted Scene Completion for LiDAR Point CloudsCode1
Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion ModelingCode1
Segmentation with mixed supervision: Confidence maximization helps knowledge distillationCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Mutual Consistency Learning for Semi-supervised Medical Image SegmentationCode1
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementCode1
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided FlowCode1
HPTQ: Hardware-Friendly Post Training QuantizationCode1
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-LabelingCode1
Efficient Urban-scale Point Clouds Segmentation with BEV ProjectionCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
PP-LCNet: A Lightweight CPU Convolutional Neural NetworkCode1
A Divide-and-Merge Point Cloud Clustering Algorithm for LiDAR Panoptic SegmentationCode1
Semi-supervised Contrastive Learning for Label-efficient Medical Image SegmentationCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
Large-scale Autonomous Flight with Real-time Semantic SLAM under Dense Forest CanopyCode1
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image SegmentationCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
TACS: Taxonomy Adaptive Cross-Domain Semantic SegmentationCode1
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with TransformerCode1
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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