Zero-shot performance prediction on XNLI
1.53MAEXGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoostMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 1.53 | |
| LassoMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 1.97 | |
| Average across TasksMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 2.07 | |
| DGPRMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 2.16 | |
| Group LassoMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 2.17 | |
| CMFMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 2.17 | |
| XGBoostModel Category=Single Task Models, T=142022.05 | 2.6 | |
| Average across TasksModel Category=Baselines, T=142022.05 | 2.94 | |
| DGPRModel Category=Single Task Models, T=142022.05 | 2.95 | |
| MDGPRModel Category=Multi Task Models, T=142022.05 | 2.98 | |
| Average within TaskMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 3.07 | |
| Group LassoModel Category=Multi Task Models, T=142022.05 | 3.18 | |
| LassoModel Category=Single Task Models, T=142022.05 | 3.29 | |
| MDGPRMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 3.54 | |
| CMFModel Category=Multi Task Models, T=142022.05 | 3.89 | |
| MAMLMMLM=XLMR, Evaluation Protocol=LOLO2022.05 | 4.55 | |
| MAMLModel Category=Multi Task Models, T=142022.05 | 5.05 | |
| Average within TaskModel Category=Baselines, T=142022.05 | 5.29 |