GapEval - Reasoning (Understanding): leaderboard
Metric: Accuracy (%; image selection, knowledge selection, real-world and logical reasoning problems; text answers to GapEval's bidirectional questions, judged correct or incorrect by GPT-5-mini against reference answers, mean of ten sampled runs). Source: arxiv.org. Saturation forecast: Around December 2026. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 77.05 |
| 2 | GPT-5 | 74.74 |
| 3 | GPT-5 Mini | 73.8 |
| 4 | Qwen 3 VL 235B A22B | 60.2 |
| 5 | Qwen 3 VL 8B | 53.38 |
Interactive version: theaggregate.ai/benchmark?slug=gapeval-reasoning-understanding · How It Works · Data refreshed daily, snapshot 2026-09-26.