Domain Adaptation On Office Home

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة

اسم النموذج	Accuracy
unsupervised-domain-adaption-harnessing	89.0
open-set-domain-adaptation-theoretical-bound	69.8
fixbi-bridging-domain-spaces-for-unsupervised	72.7
empowering-source-free-domain-adaptation-with	90.0
enhancing-domain-adaptation-through-prompt	85.1
combining-inherent-knowledge-of-vision	92.3
do-we-really-need-to-access-the-source-data	71.8
entropy-minimization-vs-diversity	69.5
transfer-learning-with-dynamic-distribution	67.6
contrastive-vicinal-space-for-unsupervised	73.1
gradual-source-domain-expansion-for	73.6
reusing-the-task-specific-classifier-as-a	72.6
enhancing-domain-adaptation-through-prompt	89.4
patch-mix-transformer-for-unsupervised-domain	89.0
cdtrans-cross-domain-transformer-for	80.5
backprop-induced-feature-weighting-for	71.5
free-lunch-for-domain-adversarial-training-1	84.6
mic-masked-image-consistency-for-context	86.2
a-closer-look-at-smoothness-in-domain-1	84.3
on-evolving-attention-towards-domain	73.9
attending-to-discriminative-certainty-for-1	70.2
correlation-aware-adversarial-domain	48.19
looking-back-at-labels-a-class-based-domain	49.46
unsupervised-domain-adaptation-via-structured	71
enhancing-domain-adaptation-through-prompt	75.8
bridging-adversarial-and-statistical-domain	68.6
source-free-domain-adaptation-via-avatar	71.6
semantic-aware-representation-learning-via-1	74.5
sentry-selective-entropy-optimization-via	72.2