MORPHOGEN - French Gender IoU: leaderboard
Metric: Gender IoU (%): per-sentence ratio of correctly transformed gendered terms to the union of gendered and wrongly changed terms, averaged over sentences, in the GENFORM task of MORPHOGEN: rewrite a first-person French sentence for a speaker of the opposite grammatical gender while keeping its meaning (both directions, human-corrected references), zero-shot with the model chat template, temperature 0.1; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o Mini | 86.43 |
| 2 | Phi-4 | 79.84 |
| 3 | Llama 3.3 70B | 76.68 |
| 4 | Qwen 3 32B | 76.28 |
| 5 | Qwen 3 14B | 74.22 |
| 6 | Gemma 3 27B | 71.89 |
| 7 | Qwen 3 8B | 71.66 |
| 8 | Llama 3.1 8B | 67.89 |
| 9 | Gemma 3 12B | 64.27 |
| 10 | Gemma 2 9B | 60.52 |
| 11 | Qwen 3 4B | 58.64 |
| 12 | Llama 3.2 3B | 54.49 |
| 13 | Gemma 3 4B | 52.7 |
| 14 | Gemma 2 2B | 39.73 |
| 15 | Qwen 2.5 0.5B | 5.47 |
Interactive version: theaggregate.ai/benchmark?slug=morphogen-french-gender-iou · How It Works · Data refreshed daily, snapshot 2026-10-07.