SOTAVerified

Semantic Segmentation

Papers

Showing 60266050 of 14763 papers

TitleStatusHype
ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic ConsistencyCode0
UPop: Unified and Progressive Pruning for Compressing Vision-Language TransformersCode1
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic SegmentationCode1
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillationCode0
Deep Monocular Hazard Detection for Safe Small Body LandingCode0
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac AnatomyCode1
ParticleSeg3D: A Scalable Out-of-the-Box Deep Learning Segmentation Solution for Individual Particle Characterization from Micro CT Images in Mineral Processing and RecyclingCode1
Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor SceneCode1
SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual RecognitionCode2
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images0
Audio-Visual Segmentation with SemanticsCode2
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing0
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
Weakly Supervised Image Segmentation Beyond Tight Bounding Box AnnotationsCode0
ProtoSeg: Interpretable Semantic Segmentation with Prototypical PartsCode1
ClusterFuG: Clustering Fully connected Graphs by MulticutCode0
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans0
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text PromptsCode1
Dual-View Selective Instance Segmentation Network for Unstained Live Adherent Cells in Differential Interference Contrast Images0
The Projection-Enhancement Network (PEN)Code0
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction0
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities0
Cut and Learn for Unsupervised Object Detection and Instance SegmentationCode3
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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