MEGA-Bench Task - VLN English Next Step — leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2 VL 7B | 40 |
| 2 | Gemini 2.5 Pro | 33.3 |
| 3 | InternVL3-8B | 33.3 |
| 4 | Qwen 2 VL 72B | 33.3 |
| 5 | MiniCPM-V-2.6 | 33.3 |
| 6 | InternVL3-14B | 26.7 |
| 7 | Claude 3.5 Sonnet (20241022) | 26.7 |
| 8 | Gemma 3 27B (IT) | 20 |
| 9 | Gemma 3 12B (IT) | 20 |
| 10 | Gemini 1.5 Flash (002) | 20 |
| 11 | GPT-4o | 13.3 |
| 12 | InternVL3-78B | 13.3 |
| 13 | InternVL2-8B | 13.3 |
| 14 | InternVL3-38B | 13.3 |
| 15 | Ovis2-8B | 13.3 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-vln-english-next-step · How the rankings work · Data refreshed daily, snapshot 2026-07-22.