AfriScience-MT (Zero-Shot) - Luganda to English: leaderboard
Metric: SSA-COMET (0-100; sentence-level lug->eng 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 | 67.1 |
| 2 | GPT-4o | 59.3 |
| 3 | Gemini 3.1 Flash Lite | 58.5 |
| 4 | Gemini 1.5 Flash | 58.1 |
| 5 | Gemma 2 9B (IT) | 42.3 |
| 6 | Llama 3.1 8B Instruct | 41.6 |
| 7 | Tiny Aya Global | 41.6 |
Interactive version: theaggregate.ai/benchmark?slug=afriscience-mt-zero-shot-luganda-to-english · How It Works · Data refreshed daily, snapshot 2026-09-26.