HyperAI

Domain Generalization On Office Home

المقاييس

Average Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجAverage Accuracy
domain-generalization-by-mutual-information72.4
fishr-invariant-gradient-variances-for-out-of68.2
rethinking-multi-domain-generalization-with-a72.5
promptstyler-prompt-driven-style-generation73.6
sparse-fusion-mixture-of-experts-are-domain74.2
weight-averaging-improves-knowledge70.5
promptstyler-prompt-driven-style-generation83.6
adaptive-methods-for-aggregated-domain69.4
pcl-proxy-based-contrastive-learning-for71.6
domain-generalization-by-mutual-information83.3
towards-unified-and-effective-domain88.9
adaptive-methods-for-aggregated-domain67.7
cadg-a-model-based-on-cross-attention-for79.9
domain-generalization-using-pretrained-models79.9
reducing-domain-gap-via-style-agnostic62.34
ensemble-of-averages-improving-model83.9
domain-generalization-needs-stochastic-weight70.6
discriminative-adversarial-domain62.22
rethinking-multi-domain-generalization-with-a70.7
soft-prompt-generation-for-domain73.8
dynamic-domain-generalization72.31
context-aware-robust-fine-tuning85.7
domain-aware-triplet-loss-in-domain70.3
self-challenging-improves-cross-domain63.12
rethinking-multi-domain-generalization-with-a80.8
feature-stylization-and-domain-aware66.2
domain-generalization-using-pretrained-models80.7
weight-averaging-improves-knowledge66.7
cross-domain-ensemble-distillation-for-domain67.4
domain-generalization-by-learning-and65.75
domain-generalization-using-large-pretrained90.6
poem-polarization-of-embeddings-for-domain68.0
ensemble-of-averages-improving-model80.2
distilling-from-vision-language-models-for87.38
simple-specialized-model-sample-matching-for84.6
promptstyler-prompt-driven-style-generation89.1
soft-prompt-generation-for-domain83.6
simple-specialized-model-sample-matching-for87.7
ensemble-of-averages-improving-model72.5
recycling-diverse-models-for-out-of73.5
cross-domain-ensemble-distillation-for-domain-267.4
vne-an-effective-method-for-improving-deep71.1
rethinking-multi-domain-generalization-with-a84.7
improving-multi-domain-generalization-through69.76
domain-aware-triplet-loss-in-domain82.6