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SotA/Natural Language Processing/Image-to-Text Retrieval/Flickr30k

Image-to-Text Retrieval on Flickr30k

Metric: Recall@5 (higher is better)

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#Model↕Recall@5▼Extra DataPaperDate↕Code
1InternVL-G-FT (finetuned, w/o ranking)100NoInternVL: Scaling up Vision Foundation Models an...2023-12-21Code
2BLIP-2 ViT-G (zero-shot, 1K test set)100NoBLIP-2: Bootstrapping Language-Image Pre-trainin...2023-01-30Code
3ONE-PEACE (finetuned, w/o ranking)100NoONE-PEACE: Exploring One General Representation ...2023-05-18Code
4InternVL-C-FT (finetuned, w/o ranking)100NoInternVL: Scaling up Vision Foundation Models an...2023-12-21Code
5BLIP-2 ViT-L (zero-shot, 1K test set)100NoBLIP-2: Bootstrapping Language-Image Pre-trainin...2023-01-30Code
6ERNIE-ViL 2.099.9NoERNIE-ViL 2.0: Multi-view Contrastive Learning f...2022-09-30Code
7ALBEF99.8NoAlign before Fuse: Vision and Language Represent...2021-07-16Code
8ALBEF99.3NoHADA: A Graph-based Amalgamation Framework in Im...2023-01-11Code
9UNITER98NoHADA: A Graph-based Amalgamation Framework in Im...2023-01-11Code
10GSMN94.3NoA Deep Local and Global Scene-Graph Matching for...2021-06-04Code
11LGSGM91.9NoA Deep Local and Global Scene-Graph Matching for...2021-06-04Code