AfriScience-MT - Document Level (Zero-Shot): leaderboard
Metric: SSA-COMET (0-100; whole-summary translation, mean over the 12 English<->African directions of the test split; vanilla 0-shot prompt, temperature 0). Source: arxiv.org. Saturation forecast: Around July 2027. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 48.3 |
| 2 | Gemini 3.1 Flash Lite | 48.3 |
| 3 | Tiny Aya Global | 40.6 |
| 4 | Llama 3.1 8B Instruct | 36.8 |
| 5 | Gemini 1.5 Flash | 34.5 |
| 6 | Gemma 2 9B (IT) | 34.3 |
| 7 | GPT-4o | 32.1 |
Interactive version: theaggregate.ai/benchmark?slug=afriscience-mt-document-level-zero-shot · How It Works · Data refreshed daily, snapshot 2026-09-26.