Accuracy Prediction on Aggregate (multiple datasets and shifts) (test)
0.0639MAEDIS2 (Logits w/o δ)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DIS2 (Logits w/o δ)domain-adversarial=true2023.06 | 0.0639 | 41.67 | 8.88 | |
| ATC NEdomain-adversarial=false2023.06 | 0.067 | 30 | 8.42 | |
| COTdomain-adversarial=false2023.06 | 0.0689 | 25.56 | 8.51 | |
| COTdomain-adversarial=true2023.06 | 0.0812 | 18.33 | 9.73 | |
| DIS2 (Logits w/o δ)domain-adversarial=false2023.06 | 0.0829 | 75.56 | 7.24 | |
| ATC NEdomain-adversarial=true2023.06 | 0.0838 | 18.33 | 9.99 | |
| DIS2 (Logits)domain-adversarial=true2023.06 | 0.0935 | 75 | 5.34 | |
| DoCdomain-adversarial=false2023.06 | 0.1046 | 16.67 | 12.24 | |
| ACdomain-adversarial=false2023.06 | 0.1055 | 12.22 | 11.78 | |
| ACdomain-adversarial=true2023.06 | 0.1077 | 1.67 | 10.89 | |
| DoCdomain-adversarial=true2023.06 | 0.1091 | 1.67 | 11.04 | |
| DIS2 (Logits)domain-adversarial=false2023.06 | 0.1504 | 98.89 | 0.11 | |
| DIS2 (Features)domain-adversarial=true2023.06 | 0.1918 | 100 | 0 | |
| DIS2 (Features)domain-adversarial=false2023.06 | 0.2807 | 100 | 0 |