Codesota · Computer Vision · General OCR Capabilities · MME-VideoOCRTasks/Computer Vision/General OCR Capabilities
General OCR Capabilities · benchmark dataset · 2024 · EN

MME Video OCR Benchmark.

1,464 videos with 2,000 QA pairs across 25 tasks. Tests OCR capabilities in video content.

Paper ↗Submit a result ↵
§ 01 · Leaderboard

Best published scores.

6 results indexed across 1 metric. Shaded row marks current SOTA; ties broken by submission date.

Primary
total-accuracy · higher is better
total-accuracy· primary
6 rows
#ModelOrgSubmittedPaper / codetotal-accuracy
01Gemini 2.5 ProAPIGoogleDec 2025alphaxiv-leaderboard73.70
02Qwen2.5-VL 72BOSSAlibabaDec 2025alphaxiv-leaderboard69
03InternVL3-78BOSSShanghai AI LabDec 2025alphaxiv-leaderboard67.20
04GPT-4oAPIOpenAIDec 2025alphaxiv-leaderboard66.40
05Gemini 1.5 ProAPIGoogleDec 2025alphaxiv-leaderboard64.90
06Qwen2.5-VL 32BOSSAlibabaDec 2025alphaxiv-leaderboard61
Fig 2 · Rows sorted by score within each metric. Shaded row marks SOTA. Dates reflect model or paper release where available, otherwise the date Codesota accessed the source.
§ 03 · Progress

1 steps
of state of the art.

Each row below marks a model that broke the previous record on total-accuracy. Intermediate submissions are kept in the leaderboard above; only SOTA-setting entries are re-listed here.

Higher scores win. Each subsequent entry improved upon the previous best.

SOTA line · total-accuracy
  1. Dec 16, 2025Gemini 2.5 ProGoogle73.70
Fig 3 · SOTA-setting models only. 1 entries span Dec 2025 → Dec 2025.
§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result ↵Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies