Text Classification on SST-2 6.7k (test)
89.68AccuracyDistilBERT Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| DistilBERT SupervisedTAM=DistilBERT, #Param=66M, Setting=SUPERVISED2022.10 | 89.68 | |
| ProGenTAM=DistilBERT, #Param=66M, Setting=PROGEN2022.10 | 87.2 | |
| ZeroGenTAM=DistilBERT, #Param=66M, Setting=ZEROGEN2022.10 | 82.77 | |
| Prompting*TAM=-, #Param=1.5B, Setting=PROMPTING*2022.10 | 82.63 | |
| ProGenTAM=LSTM, #Param=~7M, Setting=PROGEN2022.10 | 80.96 | |
| LSTM SupervisedTAM=LSTM, #Param=~7M, Setting=SUPERVISED2022.10 | 76.3 | |
| ZeroGenTAM=LSTM, #Param=~7M, Setting=ZEROGEN2022.10 | 75.53 | |
| PromptingTAM=-, #Param=1.5B, Setting=PROMPTING2022.10 | 71.05 |