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SOTA
Domainverallgemeinerung
Domain Generalization On Office Home
Domain Generalization On Office Home
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Average Accuracy
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
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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