Multi-class Classification on Amazon Review (AR)
44.06AccuracySimPLE
Evaluation results
| Method | Links | |
|---|---|---|
| SimPLEModel Backbone=RoBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 44.06 | |
| DropoutModel Backbone=RoBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 42.87 | |
| SimPLEModel Backbone=DeBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 39.05 | |
| BaseSTModel Backbone=DeBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 38.8 | |
| DropoutModel Backbone=DeBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 38.19 | |
| SETREDModel Backbone=DeBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 37.61 | |
| BaseSTModel Backbone=RoBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 37.38 | |
| PretrainModel Backbone=DeBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 37.01 | |
| PretrainModel Backbone=RoBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 33.31 | |
| SETREDModel Backbone=RoBERTa-large, Number of Parameters=350M, Number of runs=32023.05 | 27.16 |