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Semantic Segmentation

Papers

Showing 48514875 of 14763 papers

TitleStatusHype
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations0
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationCode1
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic SegmentationCode0
Towards Automated Semantic Segmentation in Mammography Images0
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point CloudsCode1
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks0
Mining of Single-Class by Active Learning for Semantic Segmentation0
OnlineRefer: A Simple Online Baseline for Referring Video Object SegmentationCode1
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics0
Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation0
EgoVM: Achieving Precise Ego-Localization using Lightweight Vectorized Maps0
Light-Weight Vision Transformer with Parallel Local and Global Self-Attention0
EVIL: Evidential Inference Learning for Trustworthy Semi-supervised Medical Image Segmentation0
Frequency-mixed Single-source Domain Generalization for Medical Image SegmentationCode1
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild0
Multimodal Diffusion Segmentation Model for Object Segmentation from Manipulation Instructions0
On Point Affiliation in Feature UpsamplingCode1
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation0
Scale-Aware Modulation Meet TransformerCode2
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation0
Hierarchical Spatiotemporal Transformers for Video Object Segmentation0
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentationCode2
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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