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The Aggregate

Unified LLM rankings, daily

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TVBench — leaderboard

Video understanding benchmark reported in Qwen's Qwen3.7-Plus comparison table.

Metric: Average Accuracy. Source: huggingface.co. Status: years away from saturation. 28 models tracked.

Top models

#ModelScore
1Qwen 2 VL 72B52.7
2Gemini 1.5 Pro47.6
3Qwen 2 VL 7B43.8

Interactive version: theaggregate.ai/benchmark?slug=tvbench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.