nocaps v0.1

Validation Set

  • Sourced from Open Images validation set (v4).
  • 4500 images, 10 captions per image.
    • 648 in-domain images.
    • 2938 near-domain images.
    • 914 out-domain images.

Download Validation Set Captions

Test Set

  • Sourced from Open Images test set (v4).
  • 10600 images, 10 captions per image.
    • 1311 in-domain images.
    • 7406 near-domain images.
    • 1883 out-domain images.

Download Test Set Image Info

Annotations Format

{
    "licenses": [],
    "info": {
        "url": "http://nocaps.org",
        "date_created": "2018/11/06",
        "version": "0.1",
        "description": "nocaps validation dataset",
        "contributor": "nocaps team",
        "year": 2018
    },
    "images": [
        {
            "id": 0,
            "open_images_id": "0013ea2087020901",
            "height": 1024,
            "width": 732,
            "coco_url": "https://s3.amazonaws.com/nocaps/val/0013ea2087020901.jpg",
            "file_name": "0013ea2087020901.jpg",
            "license": 0,
            "date_captured": "2018-11-06 11:04:33"
        },
    ]
    "annotations": [  // This field is absent in test set.
        {
            "image_id": 0,
            "id": 0,
            "caption": "A baby is standing in front of a house."
        }
    ]
}

Evaluation Server

We have setup an evaluation server for nocaps on EvalAI. Submission instructions and leaderboard are available here:

Website design courtesy: Karan Desai