MEGA-Bench Task - Next Action Prediction — leaderboard
Metric: Task Score (%). Source: huggingface.co. 17 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | InternVL3-14B | 85.7 |
| 2 | InternVL3-78B | 78.6 |
| 3 | InternVL3-38B | 78.6 |
| 4 | InternVL3-8B | 71.4 |
| 5 | Ovis2-8B | 71.4 |
| 6 | Gemini 2.5 Pro | 57.1 |
| 7 | Gemma 3 27B (IT) | 57.1 |
| 8 | Gemma 3 12B (IT) | 50 |
| 9 | Gemini 2.0 Flash (Preview) | 42.9 |
| 10 | Gemma 3 4B (IT) | 35.7 |
| 11 | Llama 4 Scout Base | 0 |
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-next-action-prediction · How the rankings work · Data refreshed daily, snapshot 2026-07-22.