Machine Translation on NIST MT04
50.2BLEUStrokeNet
Evaluation Results
| Method | Links | |
|---|---|---|
| StrokeNetTotal Parameters=59M, Embedding Parameters=15M2022.11 | 50.2 | |
| ManifoldTotal Parameters=83M, Embedding Parameters=46M2022.11 | 49.5 | |
| AdvAugTotal Parameters=95M, Embedding Parameters=39M2022.11 | 48.9 | |
| VanillaTotal Parameters=80M, Embedding Parameters=36M2022.11 | 47.7 | |
| AdvGenTotal Parameters=95M, Embedding Parameters=39M2022.11 | 47.4 | |
| Shared-PrivateTotal Parameters=63M, Embedding Parameters=19M2022.11 | 44.5 | |
| SAWRBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.05 | 43.6 | |
| Tree-RNNBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.05 | 43.38 | |
| Tree-LinearizationBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.05 | 43.02 | |
| TransformerBackbone=Transformer, Heads=8, Layers=6, Hidden dimension=5122019.05 | 42.76 |