Flickr8k
E899058
Flickr8k is a benchmark image-captioning dataset consisting of 8,000 images each paired with multiple human-written descriptions, widely used for training and evaluating vision-language models.
Statements (46)
| Predicate | Object |
|---|---|
| instanceOf |
benchmark dataset
ⓘ
image-captioning dataset ⓘ vision-language dataset ⓘ |
| hasAnnotationType |
image captions
ⓘ
natural language descriptions ⓘ |
| hasApproximateNumberOfImages | 8000 ⓘ |
| hasBenchmarkRole | baseline dataset for image captioning ⓘ |
| hasCaptionSource | human annotators ⓘ |
| hasCaptionsPerImage | 5 ⓘ |
| hasDataModality |
images
ⓘ
text captions ⓘ |
| hasDataType | photographic images ⓘ |
| hasDescriptionQuality | human-written captions ⓘ |
| hasDomain |
computer vision
ⓘ
natural language processing ⓘ |
| hasEvaluationMetrics |
BLEU
NERFINISHED
ⓘ
CIDEr NERFINISHED ⓘ METEOR NERFINISHED ⓘ ROUGE NERFINISHED ⓘ |
| hasImageSource | Flickr NERFINISHED ⓘ |
| hasLanguage | English ⓘ |
| hasLicenseType | research use ⓘ |
| hasName | Flickr8k NERFINISHED ⓘ |
| hasNumberOfImages | 8000 ⓘ |
| hasScale | small-scale image-captioning dataset ⓘ |
| hasSource | Flickr NERFINISHED ⓘ |
| hasTask |
multimodal learning
ⓘ
vision-language grounding ⓘ |
| hasTypicalSplit |
test set
ⓘ
training set ⓘ validation set ⓘ |
| isBenchmarkFor |
automatic image description
ⓘ
multimodal representation learning ⓘ |
| isConsidered | standard benchmark in image captioning ⓘ |
| isSmallerThan |
Flickr30k
NERFINISHED
ⓘ
MS COCO NERFINISHED ⓘ |
| isUsedIn | vision-and-language research ⓘ |
| isUsedTo |
compare image-captioning algorithms
ⓘ
evaluate caption generation quality ⓘ |
| isWidelyUsedFor | benchmarking captioning models ⓘ |
| isWidelyUsedIn | academic research ⓘ |
| usedFor |
evaluating image-captioning models
ⓘ
evaluating vision-language models ⓘ image captioning ⓘ training image-captioning models ⓘ training vision-language models ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.