Swallow - Pre-trained Japanese - XL-Sum: leaderboard
Metric: ROUGE-2 (%). Source: swallow-llm.github.io. 50 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 72B | 27.9 |
| 2 | Qwen3-14B-Base | 26.1 |
| 3 | Llama 3.1 70B | 22.8 |
| 4 | Qwen 2.5 32B | 22.8 |
| 5 | Qwen 2.5 14B | 22.5 |
| 6 | Qwen3-30B-A3B-Base | 22.3 |
| 7 | Qwen 2.5 7B | 21.6 |
| 8 | gemma-3-27B-pt | 21 |
| 9 | Qwen3-8B-Base | 20.7 |
| 10 | gemma-3-12B-pt | 19.4 |
| 11 | Gemma 2 27B | 19.4 |
| 12 | sarashina2-70B | 19 |
| 13 | Falcon3-10B-Base | 18.7 |
| 14 | Llama 3.1 8B | 17.9 |
| 15 | Llama 4 Scout Base | 17.8 |
Interactive version: theaggregate.ai/benchmark?slug=swallow-pre-trained-japanese-xl-sum · How It Works · Data refreshed daily, snapshot 2026-09-19.