Text Classification on IMDb 25k (test)
87.24AccuracyDistilBERT Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| DistilBERT SupervisedTAM=DistilBERT, #Param=66M, Setting=SUPERVISED2022.10 | 87.24 | |
| LSTM SupervisedTAM=LSTM, #Param=~7M, Setting=SUPERVISED2022.10 | 84.6 | |
| ProGenTAM=DistilBERT, #Param=66M, Setting=PROGEN2022.10 | 84.12 | |
| ZeroGenTAM=DistilBERT, #Param=66M, Setting=ZEROGEN2022.10 | 80.41 | |
| ProGenTAM=LSTM, #Param=~7M, Setting=PROGEN2022.10 | 77.85 | |
| Prompting*TAM=-, #Param=1.5B, Setting=PROMPTING*2022.10 | 77.31 | |
| PromptingTAM=-, #Param=1.5B, Setting=PROMPTING2022.10 | 70.5 | |
| ZeroGenTAM=LSTM, #Param=~7M, Setting=ZEROGEN2022.10 | 70.18 |