Hierarchical Classification on Amazon Beauty Tree Depth = 3, 4, 5 (test)
43.98AccuracyBART-MNLI + T0pp
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BART-MNLI + T0pp2023.05 | 43.98 | 46.06 | |
| BART-MNLI (Baseline)parameters=407M, variant=Large2023.05 | 41.68 | 49.35 | |
| BART-MNLI + T0pp (Primed+)num_predictions=52023.05 | 40.79 | 49.96 | |
| BART-MNLI + T0pp (Primed)num_predictions=12023.05 | 39.1 | 46.5 | |
| T0pp + BART-MNLI2023.05 | 23.47 | 18.01 | |
| T0ppparameters=11B2023.05 | 12.04 | 4.87 |