Text Classification on Yelp 560k (test)
95.42AccuracyDistilBERT Supervised
Evaluation results
| Method | Links | |
|---|---|---|
| DistilBERT SupervisedTAM=DistilBERT, #Param=66M, Setting=SUPERVISED2022.10 | 95.42 | |
| LSTM SupervisedTAM=LSTM, #Param=~7M, Setting=SUPERVISED2022.10 | 91.3 | |
| ProGenTAM=DistilBERT, #Param=66M, Setting=PROGEN2022.10 | 89.39 | |
| ZeroGenTAM=DistilBERT, #Param=66M, Setting=ZEROGEN2022.10 | 87.84 | |
| ProGenTAM=LSTM, #Param=~7M, Setting=PROGEN2022.10 | 86.03 | |
| ZeroGenTAM=LSTM, #Param=~7M, Setting=ZEROGEN2022.10 | 83.75 | |
| Prompting*TAM=-, #Param=1.5B, Setting=PROMPTING*2022.10 | 80.3 | |
| PromptingTAM=-, #Param=1.5B, Setting=PROMPTING2022.10 | 75.52 |