Text Classification on IMDb Reviews (test)
87.1AccuracyNon-Private
Evaluation results
| Method | Links | |
|---|---|---|
| Non-Privateprivacy_setting=Non-Private2026.01 | 87.1 | |
| PAC-private responsesper-step MI budget (b)=infinity2026.01 | 85.13 | |
| PAC-private responsesper-step MI budget (b)=2^-42026.01 | 85.13 | |
| PAC-private responsesper-step MI budget (b)=2^-82026.01 | 84.46 | |
| AdamOptimizer=Adam2024.08 | 78.6 | |
| Adam-IGNDOptimizer=Adam-IGND2024.08 | 78.6 | |
| IGNDOptimizer=IGND2024.08 | 77.3 | |
| PAC-private responsesper-step MI budget (b)=2^-122026.01 | 74.26 | |
| PAC-private responsesper-step MI budget (b)=2^-162026.01 | 69.32 | |
| PAC-private responsesper-step MI budget (b)=2^-202026.01 | 69.16 | |
| PAC-private responsesper-step MI budget (b)=2^-282026.01 | 69.1 | |
| PAC-private responsesper-step MI budget (b)=2^-322026.01 | 69.1 | |
| PAC-private responsesper-step MI budget (b)=2^-242026.01 | 69.09 | |
| SGDOptimizer=SGD2024.08 | 65.8 |