SOTAVerified

Semantic Segmentation

Papers

Showing 35763600 of 14763 papers

TitleStatusHype
SemAffiNet: Semantic-Affine Transformation for Point Cloud SegmentationCode1
Semantically Contrastive Learning for Low-light Image EnhancementCode1
EOV-Seg: Efficient Open-Vocabulary Panoptic SegmentationCode1
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
Semantic-Aware Autoregressive Image Modeling for Visual Representation LearningCode1
Semantic-Aware Fine-Grained CorrespondenceCode1
Semantic-Aware Generation for Self-Supervised Visual Representation LearningCode1
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
Dual Path Learning for Domain Adaptation of Semantic SegmentationCode1
Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images and Noisy OSM Training LabelsCode1
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic SegmentationCode1
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection AttentionCode1
Enhancing Organ at Risk Segmentation with Improved Deep Neural NetworksCode1
Semantic Segmentation-Assisted Instance Feature Fusion for Multi-Level 3D Part Instance SegmentationCode1
Semantic Segmentation-assisted Scene Completion for LiDAR Point CloudsCode1
1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021Code1
Deeply supervised salient object detection with short connectionsCode1
Semantic Segmentation of Remote Sensing Images with Sparse AnnotationsCode1
Semantic segmentation of sparse irregular point clouds for leaf/wood discriminationCode1
Deep Metric Learning for Open World Semantic SegmentationCode1
DeepMIM: Deep Supervision for Masked Image ModelingCode1
Dual Progressive Transformations for Weakly Supervised Semantic SegmentationCode1
Enhancing MR Image Segmentation with Realistic Adversarial Data AugmentationCode1
Amodal Ground Truth and Completion in the WildCode1
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image 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