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Semantic Segmentation

Papers

Showing 37513775 of 14763 papers

TitleStatusHype
Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information FusionCode1
Excavating the Potential Capacity of Self-Supervised Monocular Depth EstimationCode1
Explain Any Concept: Segment Anything Meets Concept-Based ExplanationCode1
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
Exploring Long-Sequence Masked AutoencodersCode1
SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera ImagesCode1
Evidential fully convolutional network for semantic segmentationCode1
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context ExchangeCode1
SyMFM6D: Symmetry-aware Multi-directional Fusion for Multi-View 6D Object Pose EstimationCode1
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRICode1
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-ResolutionCode1
Efficient Regional Memory Network for Video Object SegmentationCode1
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic SegmentationCode1
Tackling Background Distraction in Video Object SegmentationCode1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
Dense Siamese Network for Dense Unsupervised LearningCode1
TACS: Taxonomy Adaptive Cross-Domain Semantic SegmentationCode1
A Multi-task Framework for Infrared Small Target Detection and SegmentationCode1
TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic SegmentationCode1
Dense Unsupervised Learning for Video SegmentationCode1
TagLab: A human-centric AI system for interactive semantic segmentationCode1
BPKD: Boundary Privileged Knowledge Distillation For 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
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