SOTAVerified

Semantic Segmentation

Papers

Showing 38013825 of 14763 papers

TitleStatusHype
Foundation Model Assisted Weakly Supervised Semantic SegmentationCode1
Uni3DL: Unified Model for 3D and Language Understanding0
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood EstimationCode1
AI-SAM: Automatic and Interactive Segment Anything ModelCode1
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control0
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation mapsCode1
Towards More Unified In-context Visual Understanding0
Towards Granularity-adjusted Pixel-level Semantic Annotation0
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary ConstraintsCode2
Graph Information Bottleneck for Remote Sensing Segmentation0
Breast Cancer Detection Using Deep Learning Technique Based On Ultrasound Image0
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud UnderstandingCode1
Learning Efficient Unsupervised Satellite Image-based Building Damage DetectionCode1
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation0
SCLIP: Rethinking Self-Attention for Dense Vision-Language InferenceCode1
Class-Discriminative Attention Maps for Vision Transformers0
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation0
Instance-guided Cartoon Editing with a Large-scale Dataset0
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning0
Hulk: A Universal Knowledge Translator for Human-Centric TasksCode2
Strong but simple: A Baseline for Domain Generalized Dense Perception by CLIP-based Transfer LearningCode1
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentationCode1
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic SegmentationCode1
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter ConvolutionCode0
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERTCode0
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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