QMFOLBench - Animal: leaderboard
Metric: Accuracy (%; 720 animal-topic tasks). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) (High) | 98.75 |
| 2 | GPT-5.4 (High) | 96.81 |
| 3 | DeepSeek V3.2 (Thinking) | 95.42 |
| 4 | Qwen 3.5 27B (Thinking) | 92.22 |
| 5 | DeepSeek V3.2 (Non-reasoning) | 78.89 |
| 6 | Claude Sonnet 4.6 (Thinking) | 77.78 |
| 7 | Qwen 3 32B (Thinking) | 64.44 |
| 8 | GPT-5.4 (Non-reasoning) | 59.86 |
Interactive version: theaggregate.ai/benchmark?slug=qmfolbench-animal · How It Works · Data refreshed daily, snapshot 2026-09-25.