VideoNet: leaderboard
Metric: Multiple-Choice Accuracy (%; one of four same-domain actions, hard negatives, 4,000 test clips). Source: arxiv.org. Saturation forecast: Around May 2027. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) (High) | 69.9 |
| 2 | Gemini 3 Flash (Preview) (High) | 68.7 |
| 3 | GPT-5.4 (Medium) | 68 |
| 4 | GPT-5 (Medium) | 67.6 |
| 5 | Qwen 3 VL 8B Instruct | 45 |
| 6 | Molmo2-8B | 44.9 |
Interactive version: theaggregate.ai/benchmark?slug=videonet · How It Works · Data refreshed daily, snapshot 2026-09-25.