MEGA-Bench Task - VLNQA Egocentric Navigation Video: leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-78B | 62.5 |
| 2 | GPT-4o | 56.2 |
| 3 | Claude 3.5 Sonnet (20240620) | 56.2 |
| 4 | Claude 3.5 Sonnet (20241022) | 50 |
| 5 | InternVL3-38B | 50 |
| 6 | Gemini 2.5 Pro (Preview 03-25) | 50 |
| 7 | Gemini 1.5 Pro (002) | 43.8 |
| 8 | InternVL3-8B | 37.5 |
| 9 | Qwen 2 VL 72B | 37.5 |
| 10 | Gemma 3 27B (IT) | 31.2 |
| 11 | Gemma 3 12B (IT) | 31.2 |
| 12 | Gemini 1.5 Flash (002) | 31.2 |
| 13 | InternVL2.5-78B | 31.2 |
| 14 | Llama 4 Scout Base | 31.2 |
| 15 | Pixtral-12B | 25 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-vlnqa-egocentric-navigation-video · How It Works · Data refreshed daily, snapshot 2026-09-05.