MEGA-Bench Task - VLN Identify Robot: leaderboard

Metric: Task Score (%). Source: huggingface.co. 44 models tracked.

Top models

#ModelScore
1Gemini 1.5 Pro (002)66.7
2Gemma 3 27B (IT)60
3InternVL2.5-78B60
4Gemini 2.5 Pro (Preview 03-25)60
5Gemini 1.5 Flash (002)53.3
6InternVL2-8B46.7
7Qwen 2 VL 72B46.7
8GPT-4o40
9Gemma 3 12B (IT)40
10InternVL3-78B40
11Qwen 2 VL 7B33.3
12Claude 3.5 Sonnet (20241022)26.7
13InternVL3-38B26.7
14GPT-4o Mini26.7
15Gemma 3 4B (IT)20

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-vln-identify-robot · How It Works · Data refreshed daily, snapshot 2026-09-05.