SOTAVerified

Semantic Segmentation

Papers

Showing 76517675 of 14763 papers

TitleStatusHype
Toward Fast, Flexible, and Robust Low-Light Image EnhancementCode2
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation0
Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information MaximizationCode1
SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints0
PP-Matting: High-Accuracy Natural Image Matting0
Hephaestus: A large scale multitask dataset towards InSAR understandingCode1
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network0
RangeUDF: Semantic Surface Reconstruction from 3D Point CloudsCode2
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image SegmentationCode1
Unsupervised detection of ash dieback disease (Hymenoscyphus fraxineus) using diffusion-based hyperspectral image clustering0
Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity0
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic SegmentationCode1
Modeling Missing Annotations for Incremental Learning in Object DetectionCode1
Multimodal Token Fusion for Vision TransformersCode1
Semi-supervised 3D shape segmentation with multilevel consistency and part substitutionCode1
Shape-Aware Monocular 3D Object Detection0
Dual-Domain Image Synthesis using Segmentation-Guided GANCode1
Image Data Augmentation for Deep Learning: A Survey0
Less than Few: Self-Shot Video Instance Segmentation0
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation0
VSA: Learning Varied-Size Window Attention in Vision TransformersCode2
Temporally Efficient Vision Transformer for Video Instance SegmentationCode2
U-Net and its variants for Medical Image Segmentation : A short review0
An Extendable, Efficient and Effective Transformer-based Object Detector0
Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention NetworkCode0
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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