Codesota · Multimodal · Image Captioning · COCO CaptionsTasks/Multimodal/Image Captioning
Image Captioning · benchmark dataset · 2015 · EN

COCO Captions.

330K images with 5 captions each. Standard benchmark for image captioning.

Paper ↗Download datasetSubmit a result ↵
§ 01 · Leaderboard

Best published scores.

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

Primary
cider · higher is better
CIDEr
2 rows
#ModelOrgSubmittedPaper / codeCIDEr
01BLIP-2OSSSalesforceJan 2023BLIP-2: Bootstrapping Language-Image Pre-training with F…145.80
02CoCaOSSGoogleMay 2022CoCa: Contrastive Captioners are Image-Text Foundation M…143.60
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.
§ 04 · Literature

2 papers
tied to this benchmark.

Every paper below corresponds to at least one row in the leaderboard above. Click through for the arXiv preprint and, when available, the reference implementation.

§ 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