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Recipe1M

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image-to-Recipe RetrievalRecipe1M 10k setup (test)
Recall@165.5
125
Recipe-to-Image RetrievalRecipe1M 10k setup (test)
R@161.5
120
Image-to-Recipe RetrievalRecipe1M 1k setup (test)
Recall@187.5
116
Recipe-to-Image RetrievalRecipe1M 1k setup (test)
Recall@185.1
110
Image-to-recipe retrievalRecipe1M 1.0 (test)
Median Rank1
35
Recipe-to-image retrievalRecipe1M 1.0 (test)
MedR1
30
Cross-modal Retrieval (Image-to-Recipe)Recipe1M v1 (1k)
MedR1
28
Image-to-Textual Recipe RetrievalRecipe1M 1k items setup 1.0
MedR1
25
Textual Recipe-to-Image RetrievalRecipe1M 1k items setup 1.0
MedR1
24
Cross-modal Retrieval (Recipe-to-Image)Recipe1M 10k v1
Median Rank3
13
Cross-modal Retrieval (Recipe-to-Image)Recipe1M v1 (1k)
Median Rank1
13
Recipe GenerationRecipe1M
SacreBLEU8.4
12
Textual Recipe-to-Image RetrievalRecipe1M 10k items setup 1.0
MedR6
12
Image-to-Textual Recipe RetrievalRecipe1M 10k items setup 1.0
MedR6.7
12
Ingredient RecognitionRecipe1M 1.0
F1 Score53.84
6
Synthetic Image-to-Recipe RetrievalRecipe1M (10 random 1K subsets)
Median Rank1
6
Recipe GenerationRecipe1M (test)
Success Rate80.33
6
Recipe-to-Synthetic Image RetrievalRecipe1M (10 random 1K subsets)
Median Rank (MedR)1
4
Recipe-to-Image SynthesisRecipe1M 10 random 1K subsets
FID23
4
Ingredient PredictionRecipe1M (test)
IoU0.3211
4
im2recipe retrievalRecipe1M (test)
Dessert Accuracy76
3
Ingredient PredictionRecipe1M User Study 1.0 (test)
IoU0.3252
3
Ingredient prediction in cooking instructionsRecipe1M (test)
Recall0.7547
2
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