Zero-shot performance prediction on WikiANN
8.62MAEMDGPR
Evaluation results
| Method | Links | |
|---|---|---|
| MDGPRModel Category=Multi Task Models, T=322022.05 | 8.62 | |
| CMFModel Category=Multi Task Models, T=322022.05 | 8.91 | |
| MDGPRMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 9.15 | |
| LassoModel Category=Single Task Models, T=322022.05 | 9.37 | |
| LassoMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 10.14 | |
| XGBoostMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 10.26 | |
| Group LassoModel Category=Multi Task Models, T=322022.05 | 10.3 | |
| Average across TasksModel Category=Baselines, T=322022.05 | 10.54 | |
| Group LassoMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 10.92 | |
| XGBoostModel Category=Single Task Models, T=322022.05 | 11.13 | |
| CMFMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 11.36 | |
| DGPRModel Category=Single Task Models, T=322022.05 | 11.51 | |
| Average across TasksMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 11.61 | |
| MAMLModel Category=Multi Task Models, T=322022.05 | 11.8 | |
| DGPRMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 12.64 | |
| MAMLMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 13.19 | |
| Average within TaskModel Category=Baselines, T=322022.05 | 14.79 | |
| Average within TaskMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 15.22 |