SOTAVerified

Semantic Segmentation

Papers

Showing 92269250 of 14763 papers

TitleStatusHype
What Makes for Hierarchical Vision Transformer?0
fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering0
Similarity-Aware Fusion Network for 3D Semantic SegmentationCode1
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture SearchCode0
A Survey on Deep Learning Technique for Video SegmentationCode1
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery VideosCode0
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image SegmentationCode1
UTNet: A Hybrid Transformer Architecture for Medical Image SegmentationCode1
Polarized Self-Attention: Towards High-quality Pixel-wise RegressionCode1
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking0
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization0
Language-Level Semantics Conditioned 3D Point Cloud Segmentation0
On the Practicality of Deterministic Epistemic UncertaintyCode0
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View UnderstandingCode1
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard RowsCode0
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
Enhancing Multi-Robot Perception via Learned Data Association0
Focal Self-attention for Local-Global Interactions in Vision TransformersCode1
Aerial Map-Based Navigation Using Semantic Segmentation and Pattern MatchingCode0
CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped WindowsCode1
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image SegmentationCode1
Simple Training Strategies and Model Scaling for Object Detection0
Single-Step Adversarial Training for Semantic Segmentation0
SOLO: A Simple Framework for Instance Segmentation0
Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects0
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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