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Semantic Segmentation

Papers

Showing 37763800 of 14763 papers

TitleStatusHype
MasQCLIP for Open-Vocabulary Universal Image SegmentationCode1
Diffusion Model as Representation LearnerCode1
MAS-SAM: Segment Any Marine Animal with Aggregated FeaturesCode1
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic SegmentationCode1
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View UnderstandingCode1
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
MAST: A Memory-Augmented Self-supervised TrackerCode1
MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object SegmentationCode1
MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot SegmentationCode1
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic SegmentationCode1
MateRobot: Material Recognition in Wearable Robotics for People with Visual ImpairmentsCode1
Depth-aware Object Segmentation and Grasp Detection for Robotic Picking TasksCode1
Depth-aware Test-Time Training for Zero-shot Video Object SegmentationCode1
Depth-based 6DoF Object Pose Estimation using Swin TransformerCode1
Depth Based Semantic Scene Completion with Position Importance Aware LossCode1
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial VideosCode1
Vector Quantized Bayesian Neural Network Inference for Data StreamsCode1
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentationCode1
Maximum Classifier Discrepancy for Unsupervised Domain AdaptationCode1
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-ResolutionCode1
MaxStyle: Adversarial Style Composition for Robust Medical Image SegmentationCode1
Towards General and Efficient Active LearningCode1
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
DIDFuse: Deep Image Decomposition for Infrared and Visible Image FusionCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
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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