SOTAVerified

Semantic Segmentation

Papers

Showing 51015125 of 14763 papers

TitleStatusHype
Illumination Controllable Dehazing Network based on Unsupervised Retinex EmbeddingCode1
Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio MaskingCode0
Real-time GeoAI for High-resolution Mapping and Segmentation of Arctic Permafrost Features0
A Task-driven Network for Mesh Classification and Semantic Part Segmentation0
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road ExtractionCode1
Unsupervised augmentation optimization for few-shot medical image segmentation0
ViG-UNet: Vision Graph Neural Networks for Medical Image SegmentationCode0
Improving Visual Prompt Tuning for Self-supervised Vision TransformersCode1
Does Image Anonymization Impact Computer Vision Training?Code2
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
Channel prior convolutional attention for medical image segmentationCode1
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor SegmentationCode0
Efficient Multi-Task Scene Analysis with RGB-D TransformersCode1
A Dynamic Feature Interaction Framework for Multi-task Visual Perception0
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation0
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks0
SMRVIS: Point cloud extraction from 3-D ultrasound for non-destructive testingCode0
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural DomainCode1
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image SegmentationCode1
Randomized 3D Scene Generation for Generalizable Self-Supervised Pre-Training0
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive FusionCode1
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip ArthroplastyCode0
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationCode1
Towards Label-free Scene Understanding by Vision Foundation ModelsCode1
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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