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SOTA
Généralisation de domaine
Domain Generalization On Office Home
Domain Generalization On Office Home
Métriques
Average Accuracy
Résultats
Résultats de performance de divers modèles sur ce benchmark
Columns
Nom du modèle
Average Accuracy
Paper Title
Repository
MIRO (ResNet-50, SWAD)
72.4
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
Fishr (ResNet-50)
68.2
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization
-
GMDG (ResNet-50, SWAD)
72.5
Rethinking Multi-domain Generalization with A General Learning Objective
PromptStyler (CLIP, ResNet-50)
73.6
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
GMoE-S/16
74.2
Sparse Mixture-of-Experts are Domain Generalizable Learners
-
WAKD (DeiT-Ti)
70.5
Weight Averaging Improves Knowledge Distillation under Domain Shift
PromptStyler (CLIP, ViT-B/16)
83.6
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
AdaClust (ResNet-50, SWAD)
69.4
Adaptive Methods for Aggregated Domain Generalization
PCL (swad+resnet50)
71.6
PCL: Proxy-Based Contrastive Learning for Domain Generalization
MIRO (RegNetY-16GF, SWAD)
83.3
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
UniDG + CORAL + ConvNeXt-B
88.9
Towards Unified and Effective Domain Generalization
-
AdaClust (ResNet-50)
67.7
Adaptive Methods for Aggregated Domain Generalization
CADG
79.9
CADG: A Model Based on Cross Attention for Domain Generalization
-
SEDGE
79.9
Domain Generalization using Pretrained Models without Fine-tuning
-
SagNet (ResNet-18)
62.34
Reducing Domain Gap by Reducing Style Bias
Ensemble of Averages (RegNetY-16GF)
83.9
Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
SWAD (ResNet-50)
70.6
SWAD: Domain Generalization by Seeking Flat Minima
DADG (ResNet-18)
62.22
Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation
GMDG (ResNet-50)
70.7
Rethinking Multi-domain Generalization with A General Learning Objective
SPG (CLIP, ResNet-50)
73.8
Soft Prompt Generation for Domain Generalization
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