MEGA-Bench Task - Egocentric Spatial Reasoning — leaderboard

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

Top models

#ModelScore
1InternVL3-78B66.7
2InternVL3-38B66.7
3InternVL3-14B66.7
4Gemini 1.5 Flash (002)66.7
5Llama 4 Scout Base66.7
6Gemma 3 27B (IT)55.6
7Gemma 3 12B (IT)55.6
8Gemma 3 4B (IT)55.6
9InternVL2-8B55.6
10Qwen 2 VL 7B55.6
11Claude 3.5 Sonnet (20241022)55.6
12Gemini 1.5 Pro (002)55.6
13Gemini 2.0 Flash (Preview)55.6
14Gemini 2.5 Pro44.4
15GPT-4o44.4

Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-egocentric-spatial-reasoning · How the rankings work · Data refreshed daily, snapshot 2026-07-22.