HyperAI超神经

Unsupervised Domain Adaptation On Office Home

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称Accuracy
imagenet-classification-with-deep54.9
prompt-based-distribution-alignment-for75.3
prompt-based-distribution-alignment-for85.7
deep-residual-learning-for-image-recognition59.9
unsupervised-domain-adaptation-via-distilled-
transadapter-vision-transformer-for-feature89.4
feature-fusion-transferability-aware91.4
patch-mix-transformer-for-unsupervised-domain89.0
domain-adversarial-training-of-neural76.8
learning-transferable-features-with-deep74.3
euda-an-efficient-unsupervised-domain84.9
deep-transfer-learning-with-joint-adaptation76.8
semantic-aware-message-broadcasting-for86.20
learning-cnn-on-vit-a-hybrid-model-to81.2
chatty-coupled-holistic-adversarial-transport73
empowering-source-free-domain-adaptation-with90.0
implicit-class-conditioned-domain-alignment-
safe-self-refinement-for-transformer-based85.43
cdtrans-cross-domain-transformer-for80.5