Domain Generalization On Domainnet

المقاييس

Average Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة

اسم النموذج	Average Accuracy
domain-generalization-needs-stochastic-weight	46.5
domain-generalization-by-mutual-information	60.7
promptstyler-prompt-driven-style-generation	65.5
rethinking-multi-domain-generalization-with-a	61.3
sparse-fusion-mixture-of-experts-are-domain	52.0
meta-dmoe-adapting-to-domain-shift-by-meta	44.2
cadg-a-model-based-on-cross-attention-for	51.6
soft-prompt-generation-for-domain	60.1
rethinking-multi-domain-generalization-with-a	54.6
learning-to-balance-specificity-and	43.63
distilling-from-vision-language-models-for	62.79
soft-prompt-generation-for-domain	50.1
rethinking-multi-domain-generalization-with-a	47.3
simple-specialized-model-sample-matching-for	61.9
domain-generalization-using-pretrained-models	54.7
simple-specialized-model-sample-matching-for	49.2
ensemble-of-averages-improving-model	60.9
dynamic-domain-generalization	46.93
ensemble-of-averages-improving-model	47.4
learning-to-balance-specificity-and	43.62
fishr-invariant-gradient-variances-for-out-of	41.8
adaptive-methods-for-aggregated-domain	46.7
promptstyler-prompt-driven-style-generation	49.5
rethinking-multi-domain-generalization-with-a	44.6
ensemble-of-averages-improving-model	54.6
domain-generalization-by-mutual-information	47.0
poem-polarization-of-embeddings-for-domain	44.0
adapting-to-distribution-shift-by-visual	59.8
adapting-to-distribution-shift-by-visual	65.2
adaptive-methods-for-aggregated-domain	43.3
towards-unified-and-effective-domain	59.5
promptstyler-prompt-driven-style-generation	59.4
domain-generalization-using-pretrained-models	46.3
context-aware-robust-fine-tuning	62.5
domain-generalization-using-large-pretrained	62.7
sparse-fusion-mixture-of-experts-are-domain	48.7