ImageNet Large Scale Visual Recognition Challenge 2012.

1.28M training images, 50K validation images across 1,000 object classes. The standard benchmark for image classification since 2012.

Best published scores.

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

Primary

top-1-accuracy · higher is better

1 steps
of state of the art.

Each row below marks a model that broke the previous record on top-1-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.

1. Dec 18, 2025CoCa (finetuned)Google91

Neighbouring benchmarks.

Other Image Classification datasets on Codesota.

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.

• 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