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Semantic Segmentation

Papers

Showing 14511475 of 14763 papers

TitleStatusHype
Complementary Patch for Weakly Supervised Semantic SegmentationCode1
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationCode1
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networksCode1
CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationCode1
Channel-wise Knowledge Distillation for Dense PredictionCode1
Complete Instances Mining for Weakly Supervised Instance SegmentationCode1
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic SegmentationCode1
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody ImagesCode1
Edge-Aware Mirror Network for Camouflaged Object DetectionCode1
SofGAN: A Portrait Image Generator with Dynamic StylingCode1
E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 ChallengeCode1
Computing the Testing Error without a Testing SetCode1
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance ImagingCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing ImagesCode1
ESS: Learning Event-based Semantic Segmentation from Still ImagesCode1
A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection from Aerial ImagesCode1
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
A Transductive Approach for Video Object SegmentationCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Centroid-UNet: Detecting Centroids in Aerial ImagesCode1
Cerberus Transformer: Joint Semantic, Affordance and Attribute ParsingCode1
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous DrivingCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
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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