Predicting Transformer Generalization on AGNews Transformers No threshold
0.914Kendall's TauTransformer-NFN Quasi
Evaluation Results
| Method | Links | |
|---|---|---|
| Transformer-NFN QuasiExtra Parameters (%)=5.27% params ++, Number of runs=52026.04 | 0.914 | |
| Transformer-NFN largeExtra Parameters (%)=59.38% params ++, Number of runs=52026.04 | 0.913 | |
| Transformer-NFNNumber of runs=52026.04 | 0.91 | |
| MLPNumber of runs=52026.04 | 0.879 | |
| XGBoostNumber of runs=52026.04 | 0.859 | |
| STATNNNumber of runs=52026.04 | 0.841 | |
| LightGBMNumber of runs=52026.04 | 0.835 | |
| Random ForestNumber of runs=52026.04 | 0.774 |