Machine Translation on MT en -> fr
39.01BLEUBatch (Full)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Batch (Full)Backbone=Qwen-3-4B, Processing Mode=Offline2026.05 | 39.01 | 8.68 | 100 | |
| Batch (Full)Backbone=Qwen2.5-3B-Instruct, Processing Mode=Offline2026.05 | 36.43 | 8.68 | 100 | |
| Proactive-EntrBackbone=Qwen-3-4B, Processing Mode=Streaming2026.05 | 32.24 | 7.25 | 88 | |
| Proactive-EntrBackbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming2026.05 | 31.83 | 8.5 | 88 | |
| Proactive-AttnBackbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming2026.05 | 30.12 | 6.12 | 87 | |
| Proactive-AttnBackbone=Qwen-3-4B, Processing Mode=Streaming2026.05 | 30.01 | 6.03 | 89 | |
| Wait-9Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=92026.05 | 25.62 | 7.37 | 90 | |
| Wait-9Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=92026.05 | 24.33 | 7.29 | 89 | |
| Wait-7Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=72026.05 | 23.49 | 5.74 | 84 | |
| Wait-7Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=72026.05 | 23.13 | 5.72 | 82 | |
| Wait-5Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=52026.05 | 15.03 | 4.29 | 78 | |
| Wait-5Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=52026.05 | 14.56 | 4.29 | 79 | |
| Wait-3Backbone=Qwen-3-4B, Processing Mode=Streaming, Wait-k interval=32026.05 | 13.59 | 2.94 | 69 | |
| Wait-3Backbone=Qwen2.5-3B-Instruct, Processing Mode=Streaming, Wait-k interval=32026.05 | 12.69 | 2.94 | 70 |