Text Classification on Rotten Tomato 8.3k (test)
83.67AccuracyDistilBERT Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| DistilBERT SupervisedTAM=DistilBERT, #Param=66M, Setting=SUPERVISED2022.10 | 83.67 | |
| ProGenTAM=DistilBERT, #Param=66M, Setting=PROGEN2022.10 | 82.86 | |
| Prompting*TAM=-, #Param=1.5B, Setting=PROMPTING*2022.10 | 78.66 | |
| ZeroGenTAM=DistilBERT, #Param=66M, Setting=ZEROGEN2022.10 | 78.36 | |
| LSTM SupervisedTAM=LSTM, #Param=~7M, Setting=SUPERVISED2022.10 | 77.49 | |
| ProGenTAM=LSTM, #Param=~7M, Setting=PROGEN2022.10 | 77.27 | |
| ZeroGenTAM=LSTM, #Param=~7M, Setting=ZEROGEN2022.10 | 72.48 | |
| PromptingTAM=-, #Param=1.5B, Setting=PROMPTING2022.10 | 68.58 |