HyperAI

Universal Domain Adaptation On Office 31

Metrics

H-score
Source-Free

Results

Performance results of various models on this benchmark

Comparison Table
Model NameH-scoreSource-Free
geometric-anchor-correspondence-mining-with87.6no
ovanet-one-vs-all-network-for-universal86.5no
lead-learning-decomposition-for-source-free87.8yes
upcycling-models-under-domain-and-category87.8yes
universal-domain-adaptation-via-compressive95.95no
boosting-novel-category-discovery-over-191.8no
domain-consensus-clustering-for-universal80.16no
learning-to-detect-open-classes-for-universal73.14no
universal-domain-adaptation63.46no
unified-optimal-transport-framework-for91.13no
umad-universal-model-adaptation-under-domain87.0yes
mlnet-mutual-learning-network-with92.8no