AfriScience-MT - Document Level (1-Shot): leaderboard
Metric: SSA-COMET (0-100; whole-summary translation, mean over the 12 English<->African directions of the test split; vanilla prompt with one in-context example, temperature 0). Source: arxiv.org. Saturation forecast: Around July 2027. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Flash Lite | 48.3 |
| 2 | GPT-5.4 | 48 |
| 3 | Llama 3.1 8B Instruct | 37.2 |
| 4 | Tiny Aya Global | 37.1 |
| 5 | Gemma 2 9B (IT) | 34.5 |
| 6 | Gemini 1.5 Flash | 33.9 |
| 7 | GPT-4o | 32.4 |
Interactive version: theaggregate.ai/benchmark?slug=afriscience-mt-document-level-1-shot · How It Works · Data refreshed daily, snapshot 2026-09-26.