MEGA-Bench Task - Signboard Identification: leaderboard
Metric: Task Score (%). Source: huggingface.co. 44 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-4o | 86.7 |
| 2 | Qwen 2 VL 7B | 80 |
| 3 | InternVL2.5-78B | 80 |
| 4 | Gemini 2.5 Pro (Preview 03-25) | 78.6 |
| 5 | Qwen 2 VL 72B | 73.3 |
| 6 | Claude 3.5 Sonnet (20241022) | 73.3 |
| 7 | Claude 3.5 Sonnet (20240620) | 73.3 |
| 8 | InternVL2-8B | 66.7 |
| 9 | Qwen 2 VL 2B | 66.7 |
| 10 | InternVL3-8B | 64.3 |
| 11 | InternVL3-38B | 64.3 |
| 12 | Llama 4 Scout Base | 64.3 |
| 13 | GPT-4o Mini | 60 |
| 14 | InternVL2.5-2B | 60 |
| 15 | InternVL3-78B | 57.1 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-signboard-identification · How It Works · Data refreshed daily, snapshot 2026-09-05.