Datasets › Flickr30k-CNA

Flickr30k-CNA (Flickr30k-Chinese All)

Introduced by Chunyu Xie et al. in CCMB: A Large-scale Chinese Cross-modal Benchmark8 May 2022 archive 2025-07-28

Former Flickr30k-CN translates the training and validation sets of Flickr30k using machine translation and manually translates the test set. We check the machine-translated results and find two kinds of problems. (1) Some sentences have language problems and translation errors. (2) Some sentences have poor semantics. In addition, the different translation ways between the training set and test set prevent the model from achieving accurate performance. We gather 6 professional English and Chinese linguists to meticulously re-translate all data of Flickr30k and double-check each sentence.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Image Retrieval Flickr30k-CN InternVL-G-FT R@1 85.9 InternVL: Scaling up Vision Foundation Models and... opengvlab/internvl +1 11 Compare

Papers archive 2025-07-28

4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks 2 2 21 Dec 2023 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese 1 5 2 Nov 2022 ran 4 of 7 samples (3 unverified)
CCMB: A Large-scale Chinese Cross-modal Benchmark 1 2 8 May 2022 ran 0 of 9 samples (9 unverified)
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark 1 2 14 Feb 2022 ran 0 of 2 samples (2 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Flickr30k-CNA
  • Flickr30k-CN

2 variant names, as the archive lists them.

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