PolyReal - Raw Data Extraction: leaderboard
Metric: F1 score on the Raw Data Extraction and Analysis module of PolyReal (parsing NMR, IR spectra and raw data files); higher is better. Source: arxiv.org. Saturation forecast: Around November 2027. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 0.44 |
| 2 | GPT-5 | 0.43 |
| 3 | O3 | 0.42 |
| 4 | Gemini 2.5 Pro | 0.41 |
| 5 | Qwen 3 VL 32B (Thinking) | 0.39 |
| 6 | Claude Sonnet 4.5 (Thinking) | 0.36 |
| 7 | Qwen 3 VL 235B A22B (Thinking) | 0.36 |
| 8 | Gemini 2.0 Flash (Thinking) | 0.33 |
| 9 | DeepSeek R1 | 0.33 |
| 10 | GPT-4o | 0.32 |
| 11 | Grok 4 | 0.3 |
| 12 | Qwen 2.5 VL 72B Instruct | 0.25 |
| 13 | GPT-4o Mini | 0.21 |
Interactive version: theaggregate.ai/benchmark?slug=polyreal-raw-data-extraction · How It Works · Data refreshed daily, snapshot 2026-10-07.