Machine Translation on MT en -> de
29.41BLEUBatch (Full)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Batch (Full)Backbone=Qwen-3-4B, Processing Mode=Offline2026.05 | 29.41 | 8.71 | 100 | |
| Batch (Full)Backbone=Qwen2.5-3B-Instruct, Processing Mode=Offline2026.05 | 27.34 | 8.71 | 100 | |
| Proactive-EntrBackbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming2026.05 | 23.62 | 8.36 | 88 | |
| Wait-9Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=92026.05 | 22.97 | 6.92 | 89 | |
| Wait-9Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=92026.05 | 21.47 | 6.87 | 88 | |
| Proactive-AttnBackbone=Qwen-3-4B, Processing Mode=Streaming2026.05 | 21.34 | 5.91 | 83 | |
| Proactive-AttnBackbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming2026.05 | 20.62 | 5.93 | 87 | |
| Proactive-EntrBackbone=Qwen-3-4B, Processing Mode=Streaming2026.05 | 18.02 | 7.51 | 83 | |
| Wait-7Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=72026.05 | 17.07 | 5.36 | 83 | |
| Wait-7Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=72026.05 | 16.98 | 5.28 | 84 | |
| Wait-5Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=52026.05 | 16.58 | 3.81 | 76 | |
| Wait-5Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=52026.05 | 15.12 | 3.87 | 77 | |
| Wait-3Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=32026.05 | 14.91 | 2.55 | 67 | |
| Wait-3Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=32026.05 | 14.48 | 2.09 | 65 |