SceneBench - Clip QA: leaderboard

Metric: Accuracy (%) on SceneBench's 368 clip qa items (questions about self-contained clips of about 30 seconds), SceneBench (2,485 long videos averaging 33 minutes), four-option multiple choice, each model at its own recommended frame budget; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 19 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro80.5#145
2Kimi K2.573.1#139
3Gemini 2.5 Flash Lite48.4#413
4Qwen 2.5 VL 7B Instruct34.7#643

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=scenebench-clip-qa · How It Works · Data refreshed daily, snapshot 2026-10-11.