SOTAVerified

Semantic Segmentation

Papers

Showing 74767500 of 14763 papers

TitleStatusHype
Learning Multi-Object Tracking and Segmentation from Automatic Annotations0
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation0
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation0
Find my mug: Efficient object search with a mobile robot using semantic segmentation0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans0
A Sentence Is Worth a Thousand Pixels0
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation0
Finding the Most Transferable Tasks for Brain Image Segmentation0
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images0
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples0
Learning Object Placement by Inpainting for Compositional Data Augmentation0
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks0
Financial Table Extraction in Image Documents0
Learning Ordinality in Semantic Segmentation0
Dense Dual-Path Network for Real-time Semantic Segmentation0
Learning Part Segmentation from Synthetic Animals0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation0
Learning Personalized Modular Network Guided by Structured Knowledge0
Fully Automated 3D Segmentation of MR-Imaged Calf Muscle Compartments: Neighborhood Relationship Enhanced Fully Convolutional Network0
Learning Pixel Representations for Generic Segmentation0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation0
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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