SOTAVerified

Semantic Segmentation

Papers

Showing 25762600 of 14763 papers

TitleStatusHype
Global Knowledge Calibration for Fast Open-Vocabulary SegmentationCode1
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNsCode1
Learning Local and Global Temporal Contexts for Video Semantic SegmentationCode1
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasetsCode1
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image SegmentationCode1
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
GNeSF: Generalizable Neural Semantic FieldsCode1
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic SegmentationCode1
Semi-supervised semantic segmentation needs strong, varied perturbationsCode1
GPU-Net: Lightweight U-Net with more diverse featuresCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object MixingCode1
Adversarial Examples for Semantic Segmentation and Object DetectionCode1
GradAug: A New Regularization Method for Deep Neural NetworksCode1
COCO-Stuff: Thing and Stuff Classes in ContextCode1
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?Code1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
Grounding Everything: Emerging Localization Properties in Vision-Language TransformersCode1
Group-Wise Learning for Weakly Supervised Semantic SegmentationCode1
Group-Wise Semantic Mining for Weakly Supervised Semantic SegmentationCode1
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point CloudCode1
Guided Distillation for Semi-Supervised Instance SegmentationCode1
ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentationCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
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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