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Models/VLPCook

VLPCook

Reported on 12 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Miscellaneous8 results

Image Retrieval with Multi-Modal QueryonRecipe1M+
Image-to-text R@1· 2022-12-08
45.2
SOTA
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Image Retrieval with Multi-Modal QueryonRecipe1M+
Text-to-image R@1· 2022-12-08
47.3
SOTA
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal Information RetrievalonRecipe1M+
Image-to-text R@1· 2022-12-08
45.2
SOTA
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal Information RetrievalonRecipe1M+
Text-to-image R@1· 2022-12-08
47.3
SOTA
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Image Retrieval with Multi-Modal QueryonRecipe1M
Image-to-text R@1· 2022-12-08
73.6
best: 74.9 (VLPCook (R1M+))
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Image Retrieval with Multi-Modal QueryonRecipe1M
Text-to-image R@1· 2022-12-08
74.7
best: 75.6 (VLPCook (R1M+))
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal Information RetrievalonRecipe1M
Image-to-text R@1· 2022-12-08
73.6
best: 74.9 (VLPCook (R1M+))
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal Information RetrievalonRecipe1M
Text-to-image R@1· 2022-12-08
74.7
best: 75.6 (VLPCook (R1M+))
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267

Natural Language Processing4 results

Cross-Modal RetrievalonRecipe1M+
Image-to-text R@1· 2022-12-08
45.2
SOTA
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal RetrievalonRecipe1M+
Text-to-image R@1· 2022-12-08
47.3
SOTA
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal RetrievalonRecipe1M
Image-to-text R@1· 2022-12-08
73.6
best: 74.9 (VLPCook (R1M+))
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267
Cross-Modal RetrievalonRecipe1M
Text-to-image R@1· 2022-12-08
74.7
best: 75.6 (VLPCook (R1M+))
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval arXiv:2212.04267