SOTAVerified

Semantic Segmentation

Papers

Showing 82018225 of 14763 papers

TitleStatusHype
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances0
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery0
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation0
Leveraging Global Binary Masks for Structure Segmentation in Medical Images0
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation0
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators0
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning0
Leveraging Motion Priors in Videos for Improving Human Segmentation0
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring0
Leveraging multiple datasets for deep leaf counting0
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation0
Leveraging Perceptual Scores for Dataset Pruning in Computer Vision Tasks0
Leveraging point annotations in segmentation learning with boundary loss0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation0
Leveraging Pretrained Image Classifiers for Language-Based Segmentation0
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task0
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images0
Leveraging Superfluous Information in Contrastive Representation Learning0
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation0
Break a Lag: Triple Exponential Moving Average for Enhanced Optimization0
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides0
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation0
LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds0
LiCAR: pseudo-RGB LiDAR image for CAR 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