Text Autoencoding on PwC
99.8BLEUICAE
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ICAE#Params.=13.13B, Token%=100%2026.06 | 99.8 | — | — | — | — | — | 9.5 | 4 | |
| TextEconomizer#Params.=86M, Token%=100%2026.06 | 97.33 | 99.46 | 99.49 | 98.78 | 99.49 | 98.87 | 4.25 | 1.32 | |
| TextEconomizer#Params.=86M, Token%=50%2026.06 | 96.98 | 99.41 | 99.27 | 98.33 | 99.26 | 95.24 | 4.34 | 3.86 | |
| LLaMAFormer#Params.=50M, Token%=50%2026.06 | 95.94 | 99.22 | 98.61 | 97.05 | 98.61 | 95.43 | 4.21 | 3.86 | |
| Autoencoder#Params.=67M, Token%=100%2026.06 | 95.75 | 99.28 | 98.86 | 97.66 | 98.85 | 96.31 | 11.26 | 67 | |
| T5-Small#Params.=70M, Token%=100%2026.06 | 38.29 | 93.58 | 66.92 | 65.12 | 66.89 | 62.2 | 1.04 | — |