Olfactory Perception Benchmark - Olfactory Receptor Activation: leaderboard
Metric: Score (%) on olfactory receptor activation (which of 4 to 10 human receptors a molecule activates, 80 questions from M2OR; per-question multilabel F1) of the 1,010 questions of the Olfactory Perception (OP) benchmark presented with compound-name prompts (the isomeric SMILES variant is reported only in figures), constrained option lists, provider APIs without web search or tools, each model at its stated reasoning effort or thinking budget; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 (Max) | 51.1 |
| 2 | Claude Opus 4.6 (High) | 49.6 |
| 3 | Claude Opus 4.5 (High) | 45.8 |
| 4 | GPT-5 Pro | 42.5 |
| 5 | O3 (High) | 42.4 |
| 6 | Grok 3 Mini (High) | 41.9 |
| 7 | GPT-5 (High) | 40.8 |
| 8 | O4 Mini (High) | 40.5 |
| 9 | GPT-5 (Low) | 40.4 |
| 10 | Claude Sonnet 4.5 | 38.4 |
| 11 | Grok 3 Mini (Low) | 37.2 |
| 12 | GPT-OSS-120B (High) | 35.6 |
| 13 | Llama 3.3 70B Instruct | 35 |
| 14 | Grok 4.1 Fast | 31.1 |
Interactive version: theaggregate.ai/benchmark?slug=olfactory-perception-benchmark-olfactory-receptor-activation · How It Works · Data refreshed daily, snapshot 2026-10-07.