Domain Generalization On Vlcs

المقاييس

Average Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة

اسم النموذج	Average Accuracy
vne-an-effective-method-for-improving-deep	79.7
simple-specialized-model-sample-matching-for	79.9
domain-generalization-by-mutual-information	81.7
context-aware-robust-fine-tuning	85.5
fishr-invariant-gradient-variances-for-out-of	78.2
rethinking-multi-domain-generalization-with-a	79.2
discriminative-adversarial-domain	74.46
domain-generalization-using-large-pretrained	83.1
ensemble-of-averages-improving-model	81.1
domain-generalization-using-pretrained-models	82.2
adaptive-methods-for-aggregated-domain	78.9
promptstyler-prompt-driven-style-generation	82.3
adaptive-methods-for-aggregated-domain	79.6
rethinking-multi-domain-generalization-with-a	82.4
domain-generalization-needs-stochastic-weight	79.1
distilling-from-vision-language-models-for	83.25
domain-generalization-using-pretrained-models	79.8
towards-unified-and-effective-domain	84.5
ensemble-of-averages-improving-model	80.4
domain-aware-triplet-loss-in-domain	82.9
promptstyler-prompt-driven-style-generation	82.4
promptstyler-prompt-driven-style-generation	82.9
simple-specialized-model-sample-matching-for	82.7
improving-multi-domain-generalization-through	79.02
self-challenging-improves-cross-domain	75.43
sparse-fusion-mixture-of-experts-are-domain	80.2
domain-generalization-by-mutual-information	79.6
poem-polarization-of-embeddings-for-domain	79.2
discriminative-adversarial-domain	78.21
ensemble-of-averages-improving-model	79.1
soft-prompt-generation-for-domain	84.0
domain-aware-triplet-loss-in-domain	79.3
cadg-a-model-based-on-cross-attention-for	82.2
soft-prompt-generation-for-domain	82.4
rethinking-multi-domain-generalization-with-a	79.6
deep-stable-learning-for-out-of-distribution	77.65
rethinking-multi-domain-generalization-with-a	82.2