MEGA-Bench - Input Format: Text Based Images And Documents — leaderboard
Metric: Average Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 56.9 |
| 2 | Gemini 2.0 Flash (Preview) | 49.9 |
| 3 | GPT-4o | 49.1 |
| 4 | Claude 3.5 Sonnet (20241022) | 48.9 |
| 5 | Claude 3.5 Sonnet (20240620) | 48 |
| 6 | InternVL3-78B | 44 |
| 7 | Gemini 1.5 Pro (002) | 42.9 |
| 8 | Qwen 2 VL 72B | 42.8 |
| 9 | InternVL3-38B | 41.8 |
| 10 | Gemma 3 27B (IT) | 39.8 |
| 11 | InternVL2.5-78B | 39.4 |
| 12 | InternVL3-14B | 39.2 |
| 13 | GPT-4o Mini | 36.2 |
| 14 | InternVL3-8B | 35.2 |
| 15 | Gemini 1.5 Flash (002) | 34.5 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-input-format-text-based-images-and-documents · How the rankings work · Data refreshed daily, snapshot 2026-07-22.