BLINKG - Schema-Aligned - Entity Class: leaderboard
Metric: F1 (%; expert-validated mappings for the ontology class of each generated entity; 12 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 | GPT-4o | 99 |
| 2 | Gemini 2.5 Pro | 95 |
| 3 | O3 | 95 |
| 4 | Mixtral 8x22B Instruct | 78 |
| 5 | Llama 3.3 70B Instruct | 75 |
Interactive version: theaggregate.ai/benchmark?slug=blinkg-schema-aligned-entity-class · How It Works · Data refreshed daily, snapshot 2026-09-26.