Text Classification on IMDB (Accuracy, Compression Ratio)
89.5AccuracyHAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HANParams=1930.8k, Train hours=0.4532026.06 | 89.5 | 3,218 | 88.2 | |
| TextCNNParams=1138.7k, Train hours=0.0652026.06 | 88.9 | 1,897.8 | 88.8 | |
| TextRNNParams=461.3k, Train hours=0.1842026.06 | 86.2 | 768.8 | 91.5 | |
| TransformerParams=1494.4k, Train hours=0.3632026.06 | 83.6 | 2,490.7 | 94.4 | |
| FastTextParams=77.2k, Train hours=0.0022026.06 | 81.7 | 128.7 | 96.6 | |
| Seq103Params=0.6k, Train hours=862026.06 | 78.9 | — | — |