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Models/ImageBERT

ImageBERT

Reported on 12 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous12 results

Image Retrieval with Multi-Modal QueryonFlickr30k
Image-to-text R@1· 2020-01-22
70.7
best: 98.8 (X2-VLM (large))
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonFlickr30k
Image-to-text R@10· 2020-01-22
94
best: 100 (X2-VLM (large))
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonFlickr30k
Image-to-text R@5· 2020-01-22
90.2
best: 100 (X2-VLM (large))
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonFlickr30k
Text-to-image R@1· 2020-01-22
54.3
best: 93.3 (ERNIE-ViL 2.0)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonFlickr30k
Text-to-image R@10· 2020-01-22
87.5
best: 99.8 (ERNIE-ViL 2.0)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonFlickr30k
Text-to-image R@5· 2020-01-22
79.6
best: 99.5 (M2-Encoder)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonCOCO 2014
Image-to-text R@1· 2020-01-22
44
best: 84.8 (BEiT-3)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonCOCO 2014
Image-to-text R@10· 2020-01-22
80.4
best: 98.5 (X2-VLM (large))
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonCOCO 2014
Image-to-text R@5· 2020-01-22
71.2
best: 96.5 (X2-VLM (large))
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonCOCO 2014
Text-to-image R@1· 2020-01-22
32.3
best: 68 (VAST)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonCOCO 2014
Text-to-image R@10· 2020-01-22
70.2
best: 92.8 (VAST)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966
Image Retrieval with Multi-Modal QueryonCOCO 2014
Text-to-image R@5· 2020-01-22
59
best: 92.8 (BEiT-3)
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data arXiv:2001.07966