Domain Adaptation On Office Home
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | 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 |