SOTAVerified

Semantic Segmentation

Papers

Showing 53765400 of 14763 papers

TitleStatusHype
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Fast Neural Network Adaptation via Parameter Remapping and Architecture SearchCode0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance SegmentationCode0
Fast Interactive Video Object Segmentation with Graph Neural NetworksCode0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
ARMA Nets: Expanding Receptive Field for Dense PredictionCode0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic SegmentationCode0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFsCode0
Faster Training of Mask R-CNN by Focusing on Instance BoundariesCode0
FasterSeg: Searching for Faster Real-time Semantic SegmentationCode0
FlatteNet: A Simple Versatile Framework for Dense Pixelwise PredictionCode0
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
Make RepVGG Greater Again: A Quantization-aware ApproachCode0
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area DelineationCode0
CNN-based Segmentation of Medical Imaging DataCode0
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic SegmentationCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Macro-Micro Adversarial Network for Human ParsingCode0
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode0
Fast and Differentiable Message Passing on Pairwise Markov Random FieldsCode0
Fast and Accurate Online Video Object Segmentation via Tracking PartsCode0
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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