SOTAVerified

Semantic Segmentation

Papers

Showing 15261550 of 14763 papers

TitleStatusHype
3D Distance-color-coded Assessment of PCI Stent Apposition via Deep-learning-based Three-dimensional Multi-object Segmentation0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery0
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic SegmentationCode1
Microplastic Identification Using AI-Driven Image Segmentation and GAN-Generated Ecological Context0
IPPON: Common Sense Guided Informative Path Planning for Object Goal Navigation0
Context-Based Visual-Language Place RecognitionCode1
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
SMITE: Segment Me In TimECode3
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation0
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks0
Progressive Curriculum Learning with Scale-Enhanced U-Net for Continuous Airway Segmentation0
Moving Object Segmentation in Point Cloud Data using Hidden Markov ModelsCode2
SFB-net for cardiac segmentation: Bridging the semantic gap with attention0
Unsupervised semantic segmentation of urban high-density multispectral point clouds0
CARLA2Real: a tool for reducing the sim2real gap in CARLA simulatorCode2
Gaze-Assisted Medical Image SegmentationCode1
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation0
PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation0
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context PromptingCode1
LIMIS: Towards Language-based Interactive Medical Image Segmentation0
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding0
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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