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VideoMME

VideoMME is a multimodal benchmark tracked on BenchGecko. Video understanding benchmark testing comprehension of video content, temporal reasoning, and scene analysis.

Built from BenchGecko data as of April 9, 2026 · updates when the data changes

VideoMME leaderboard
TL;DR

VideoMME is a multimodal benchmark tracked on BenchGecko. Video understanding benchmark testing comprehension of video content, temporal reasoning, and scene analysis.

Level 1

Video understanding benchmark testing comprehension of video content, temporal reasoning, and scene analysis.

Level 2

Scores are reported (%, maximum 100); higher is better. BenchGecko collects VideoMME scores from Epoch AI and refreshes them daily; the leaderboard on this page shows the current top models.

Level 3

Compare models only on the same benchmark version and settings. A benchmark separates models well while scores are spread out; when top models bunch together near the maximum, it stops telling them apart.

The takeaway for you
If you are a
Researcher
  • ·multimodal benchmark (%, maximum 100)
  • ·Source: Epoch AI
If you are a
Builder
  • ·Useful if your workload is multimodal
  • ·Check the live leaderboard on /benchmark/videomme before choosing a model
If you are a
Investor
  • ·Labs cite benchmark results in launch announcements; check the source and version
If you are a
Curious · Normie
  • ·VideoMME is a test of how good an AI is at multimodal
  • ·A higher score means better results on that kind of task
Video understanding benchmark testing comprehension of video content, temporal reasoning, and scene analysis.