Codesota · Multimodal · Visual Question Answering · GQATasks/Multimodal/Visual Question Answering
Visual Question Answering · benchmark dataset · 2019 · EN

GQA: Visual Reasoning in the Real World.

22M compositional questions grounded in real images via scene graphs. Tests multi-step visual reasoning, spatial understanding, and attribute comparison.

Paper ↗Submit a result ↵
§ 01 · Leaderboard

Best published scores.

No results indexed yet — be the first to submit a score.

Primary
accuracy · higher is better
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§ 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