TransClean Generation - Prompt 1 - Wrong Language: leaderboard
Metric: Wrong-language Rate (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 30B A3B 2507 (Thinking) | 0.51 |
| 2 | Qwen 3 30B A3B 2507 Instruct | 0.64 |
| 3 | Qwen 3 4B 2507 Instruct | 0.7 |
| 4 | Qwen 3 4B 2507 (Thinking) | 0.75 |
| 5 | DeepSeek R1 Distill Qwen 32B | 5.18 |
| 6 | Qwen 2.5 32B Instruct | 8.08 |
| 7 | aya-expanse-32B | 12.47 |
| 8 | Llama 3.2 3B Instruct | 15.87 |
| 9 | Gemma 3 27B (IT) | 31.82 |
Interactive version: theaggregate.ai/benchmark?slug=transclean-generation-prompt-1-wrong-language · How It Works · Data refreshed daily, snapshot 2026-09-24.