AfriScience-MT (Zero-Shot) - English to Luganda: leaderboard
Metric: SSA-COMET (0-100; sentence-level eng->lug on the test split; zero-shot). Source: arxiv.org. Saturation forecast: Around June 2027. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 64.3 |
| 2 | GPT-4o | 60.7 |
| 3 | Gemini 1.5 Flash | 59.4 |
| 4 | Gemini 3.1 Flash Lite | 58.7 |
| 5 | Gemma 2 9B (IT) | 40.3 |
| 6 | Tiny Aya Global | 36.7 |
| 7 | Llama 3.1 8B Instruct | 35.9 |
Interactive version: theaggregate.ai/benchmark?slug=afriscience-mt-zero-shot-english-to-luganda · How It Works · Data refreshed daily, snapshot 2026-09-26.