BLINKG - Schema-Aligned - Ontology Property: leaderboard
Metric: F1 (%; expert-validated mappings for the ontology property each data reference or related entity maps to; 42 gold task instances; GTFS-Madrid transit CSV files mapped to the LinkedGTFS ontology; macro-average of three runs). Source: arxiv.org. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 100 |
| 2 | O3 | 100 |
| 3 | GPT-4o | 99 |
| 4 | Llama 3.3 70B Instruct | 96 |
| 5 | Mixtral 8x22B Instruct | 94 |
Interactive version: theaggregate.ai/benchmark?slug=blinkg-schema-aligned-ontology-property · How It Works · Data refreshed daily, snapshot 2026-09-26.