TransClean Generation - Prompt 1 - Any Noise: leaderboard

Metric: Noise Rate (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 11 models tracked.

Top models

#ModelScore
1Qwen 3 30B A3B 2507 (Thinking)3.26
2Qwen 3 30B A3B 2507 Instruct3.31
3Qwen 3 4B 2507 (Thinking)3.66
4Qwen 3 4B 2507 Instruct3.77
5DeepSeek R1 Distill Qwen 32B15.9
6Qwen 2.5 32B Instruct28.05
7aya-expanse-32B31.71
8Llama 3.2 3B Instruct69.54
9Gemma 3 27B (IT)99.73

Interactive version: theaggregate.ai/benchmark?slug=transclean-generation-prompt-1-any-noise · How It Works · Data refreshed daily, snapshot 2026-09-24.