AfriEconQA - Synthesis: leaderboard

The synthesis questions of AfriEconQA (Ajayi, Alaba and Stephen, 2026): connecting policy claims or economic mechanisms stated in World Bank reports on African economies, answered from the top five chunks of a fixed hybrid BM25 and BGE-M3 retriever over the 862-question held-out test split. Token F1 in percent; higher is better.

Metric: Token F1 (%; the synthesis questions (connected policy claims or economic mechanisms) of the 862-question held-out test split, answered from the top five chunks of the fixed hybrid BM25 + BGE-M3 retriever). Source: arxiv.org. Saturation forecast: Around May 2027. 3 models tracked.

Top models

#ModelScoreOverall rank
1DeepSeek V4 Pro43.3#181
2Qwen 3.6 35B A3B41.6#461
3Gemma 4 12B (IT)39.9#688

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=afrieconqa-synthesis · How It Works · Data refreshed daily, snapshot 2026-11-12.