SOTAVerified

Semantic Segmentation

Papers

Showing 75517575 of 14763 papers

TitleStatusHype
Unsupervised Segmentation in Real-World Images via Spelke Object InferenceCode1
Vision Transformer Adapter for Dense PredictionsCode3
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training0
MulT: An End-to-End Multitask Learning TransformerCode1
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel AggregationCode1
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer0
Collaborative Attention Memory Network for Video Object Segmentation0
blob loss: instance imbalance aware loss functions for semantic segmentationCode1
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion0
Test-Time Adaptation with Shape Moments for Image SegmentationCode1
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml0
Self-supervised Assisted Active Learning for Skin Lesion SegmentationCode1
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation0
Transformer Scale Gate for Semantic Segmentation0
Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap0
Leveraging Global Binary Masks for Structure Segmentation in Medical Images0
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation0
Evaluation of Video Coding for Machines without Ground Truth0
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble AnnotationsCode1
Image Segmentation with Topological PriorsCode0
Review on Panoramic Imaging and Its Applications in Scene Understanding0
Surface Representation for Point CloudsCode2
STDC-MA Network for Semantic Segmentation0
Weakly-supervised segmentation of referring expressions0
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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