Machine Translation on News Commentary En ⇒ Xx V18.1
87.7sCMT ScoreLOONG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LOONGBackbone=Qwen3-14B2026.05 | 87.7 | 82.6 | 85.6 | 85.3 | |
| DELTABackbone=Qwen3-14B2026.05 | 87.5 | 82.3 | 85 | 84.9 | |
| SentenceBackbone=Qwen3-14B2026.05 | 87.4 | 82.2 | 84.4 | 84.7 | |
| Doc2DocBackbone=Qwen3-14B2026.05 | 87.4 | 82.2 | 84.8 | 84.8 | |
| LOONGBackbone=Qwen3-8B2026.05 | 87.3 | 82.1 | 81.7 | 83.7 | |
| SegmentBackbone=Qwen3-14B2026.05 | 87.3 | 82.2 | 83.5 | 84.4 | |
| SentenceBackbone=Qwen3-8B2026.05 | 86.9 | 81.6 | 78.9 | 82.5 | |
| DELTABackbone=Qwen3-8B2026.05 | 86.7 | 81.4 | 78.8 | 82.3 | |
| SegmentBackbone=Qwen3-8B2026.05 | 86.5 | 80.9 | 78.3 | 81.9 | |
| Doc2DocBackbone=Qwen3-8B2026.05 | 86.4 | 80.7 | 79.3 | 82.1 | |
| LOONGBackbone=Llama3.1-8B2026.05 | 86.3 | 81.3 | 73 | 80.2 | |
| LOONGBackbone=Qwen2.5-7B2026.05 | 85.8 | 80.5 | 66.7 | 77.7 | |
| DELTABackbone=Llama3.1-8B2026.05 | 85.5 | 79.8 | 71.2 | 78.8 | |
| DELTABackbone=Qwen2.5-7B2026.05 | 85.1 | 79.8 | 63.4 | 76.1 | |
| SegmentBackbone=Qwen2.5-7B2026.05 | 84.9 | 79.6 | 64 | 76.2 | |
| SentenceBackbone=Llama3.1-8B2026.05 | 84.8 | 78.6 | 65.4 | 76.3 | |
| Doc2DocBackbone=Llama3.1-8B2026.05 | 84.6 | 79.1 | 64.8 | 76.2 | |
| Doc2DocBackbone=Qwen2.5-7B2026.05 | 84.5 | 79.1 | 63.1 | 75.6 | |
| SentenceBackbone=Qwen2.5-7B2026.05 | 84.4 | 79.1 | 56.2 | 73.2 | |
| SegmentBackbone=Llama3.1-8B2026.05 | 84.3 | 78.3 | 61.1 | 74.6 |