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Semantic Segmentation

Papers

Showing 39013925 of 14763 papers

TitleStatusHype
MultiTalent: A Multi-Dataset Approach to Medical Image SegmentationCode1
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and SemanticsCode1
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under UncertaintyCode1
Net2Brain: A Toolbox to compare artificial vision models with human brain responsesCode1
An End-to-end Framework For Low-Resolution Remote Sensing Semantic SegmentationCode1
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic SegmentationCode1
Vector Quantized Bayesian Neural Network Inference for Data StreamsCode1
Modeling the Background for Incremental Learning in Semantic SegmentationCode1
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder ArchitectureCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance SegmentationCode1
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image SegmentationCode1
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware FusionCode1
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision FarmingCode1
Differentiable Soft-Masked AttentionCode1
Multispectral Video Semantic Segmentation: A Benchmark Dataset and BaselineCode1
Unified Perceptual Parsing for Scene UnderstandingCode1
Multispectral Vineyard Segmentation: A Deep Learning approachCode1
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic SegmentationCode1
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
An End-to-End Computer Vision Methodology for Quantitative MetallographyCode1
Bounding Box Tightness Prior for Weakly Supervised Image SegmentationCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
DilateFormer: Multi-Scale Dilated Transformer for Visual RecognitionCode1
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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