SOTAVerified

Semantic Segmentation

Papers

Showing 55265550 of 14763 papers

TitleStatusHype
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical ApplicationsCode0
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative AnalysisCode0
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic SegmentationCode0
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual SemanticsCode0
Loss-Calibrated Approximate Inference in Bayesian Neural NetworksCode0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal ImagesCode0
Exploring Models and Data for Image Question AnsweringCode0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on VideoCode0
Low-memory stochastic backpropagation with multi-channel randomized trace estimationCode0
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTsCode0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion TransformerCode0
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
Log-DenseNet: How to Sparsify a DenseNetCode0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology ExtractionCode0
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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