MEGA-Bench Task - Knowledge Graph Understanding: leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro (Preview 03-25) | 73.3 |
| 2 | Gemini 1.5 Pro (002) | 66.7 |
| 3 | Gemma 3 27B (IT) | 60 |
| 4 | GPT-4o | 60 |
| 5 | InternVL3-78B | 60 |
| 6 | Claude 3.5 Sonnet (20241022) | 60 |
| 7 | Gemini 1.5 Flash (002) | 60 |
| 8 | Qwen 2 VL 72B | 53.3 |
| 9 | GPT-4o Mini | 53.3 |
| 10 | InternVL2.5-78B | 53.3 |
| 11 | Llama 4 Scout Base | 53.3 |
| 12 | Gemma 3 12B (IT) | 46.7 |
| 13 | InternVL3-38B | 46.7 |
| 14 | Claude 3.5 Sonnet (20240620) | 46.7 |
| 15 | InternVL3-8B | 33.3 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-knowledge-graph-understanding · How It Works · Data refreshed daily, snapshot 2026-09-05.