SOTAVerified

Semantic Segmentation

Papers

Showing 1200112050 of 14763 papers

TitleStatusHype
Weakly Supervised Cascaded Convolutional Networks0
Weakly Supervised Change Detection Using Guided Anisotropic Difusion0
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping0
Weakly-Supervised Dual Clustering for Image Semantic Segmentation0
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings0
Weakly Supervised Few-Shot Segmentation Via Meta-Learning0
Weakly-supervised fire segmentation by visualizing intermediate CNN layers0
Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts0
Weakly Supervised Image Annotation and Segmentation with Objects and Attributes0
Weakly Supervised Instance Segmentation by Deep Community Learning0
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances0
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency0
Weakly Supervised Instance Segmentation Using Hybrid Network0
Weakly Supervised Instance Segmentation using Motion Information via Optical Flow0
Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset0
Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images0
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound0
Weakly Supervised Learning of Affordances0
Salient Instance Segmentation with Region and Box-level Annotations0
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss0
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM0
Weakly Supervised Multi-Object Tracking and Segmentation0
Weakly supervised pan-cancer segmentation tool0
Weakly Supervised Point Clouds Transformer for 3D Object Detection0
Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation0
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency0
Weakly Supervised Segmentation by A Deep Geodesic Prior0
Weakly-supervised segmentation of referring expressions0
Weakly Supervised Segmentation of Small Buildings With Point Labels0
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks0
Weakly Supervised Semantic Segmentation Based on Web Image Co-segmentation0
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features0
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty0
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning0
Weakly Supervised Semantic Segmentation for Social Images0
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes0
Weakly Supervised Semantic Segmentation of Satellite Images0
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke0
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods0
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery0
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery0
Weakly Supervised Semantic Segmentation of Echocardiography Videos via Multi-level Features Selection0
Weakly-Supervised Semantic Segmentation using Motion Cues0
Weakly Supervised Semantic Segmentation using Web-Crawled Videos0
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets0
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching0
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information0
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs0
Weakly-Supervised Text Instance Segmentation0
Weakly Supervised Volumetric Image Segmentation with Deformed Templates0
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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