HyperAIHyperAI

Command Palette

Search for a command to run...

Plattform

Domain Generalization On Terraincognita

Metriken

Average Accuracy

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Paper Title
UniDG + CORAL + ConvNeXt-B69.6Towards Unified and Effective Domain Generalization
GMDG (RegNetY-16GF, SWAD)65Rethinking Multi-domain Generalization with A General Learning Objective
MIRO (RegNetY-16GF, SWAD)64.3Domain Generalization by Mutual-Information Regularization with Pre-trained Models
CAR-FT (CLIP, ViT-B/16)61.9Context-Aware Robust Fine-Tuning
Ensemble of Averages (RegNetY-16GF)61.1Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
GMDG (RegNetY-16GF)60.7Rethinking Multi-domain Generalization with A General Learning Objective
SIMPLE+59.0SIMPLE: Specialized Model-Sample Matching for Domain Generalization
VL2V-SD (CLIP, ViT-B/16)58.54Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
SIMPLE57.6SIMPLE: Specialized Model-Sample Matching for Domain Generalization
SEDGE+56.8Domain Generalization using Pretrained Models without Fine-tuning
SEDGE56.8Domain Generalization using Pretrained Models without Fine-tuning
CADG55.7CADG: A Model Based on Cross Attention for Domain Generalization
Ensemble of Averages (ResNeXt-50 32x4d)55.2Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
EOQ (ResNet-50)53.2QT-DoG: Quantization-aware Training for Domain Generalization
GMDG (ResNet-50, SWAD)53.0Rethinking Multi-domain Generalization with A General Learning Objective
MIRO (ResNet-50, SWAD)52.9Domain Generalization by Mutual-Information Regularization with Pre-trained Models
MoA (OpenCLIP, ViT-B/16)52.8Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters
Ensemble of Averages (ResNet-50)52.3Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
Model Ratatouille52Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
VNE (ResNet-50, SWAD)51.7VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution
0 of 30 row(s) selected.
Domain Generalization On Terraincognita | SOTA | HyperAI