OOD accuracy prediction on iWildCam-WILDS
0.7MAETRI
Evaluation results
| Method | Links | |
|---|---|---|
| TRIModel architecture=DANN-arch2021.06 | 0.7 | |
| TRIModel architecture=Typical DNN2021.06 | 1.5 | |
| TRMModel architecture=DANN-arch2021.06 | 2.6 | |
| TRMModel architecture=Typical DNN2021.06 | 3.5 | |
| AC2022.06 | 4.46 | |
| ALine-D2022.06 | 4.95 | |
| DOC2022.06 | 5.02 | |
| ALine-S2022.06 | 6.01 | |
| Agreement2022.06 | 7.35 | |
| Proxy RiskModel architecture=DANN-arch2021.06 | 9.4 | |
| Proxy RiskModel architecture=Typical DNN2021.06 | 11.9 | |
| ATC2022.06 | 12.12 | |
| Ens Avg ConfModel architecture=DANN-arch2021.06 | 15.8 | |
| Ens Avg ConfModel architecture=Typical DNN2021.06 | 17.7 | |
| Avg ConfModel architecture=Typical DNN2021.06 | 38.8 | |
| Avg ConfModel architecture=DANN-arch2021.06 | 39.5 |