VideoLVR Paper - LongVideo-Reason: leaderboard

VideoLVR compares video reasoning models on visual understanding, temporal reasoning and long-video questions. Accuracy (%).

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around January 2027. 12 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 VL 8B Instruct76.4#415
2Qwen 2.5 VL 7B Instruct71.2#649

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=videolvr-paper-longvideo-reason · How It Works · Data refreshed daily, snapshot 2026-10-29.