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ResearchFormerly WizWand

Flickr

Benchmarks

TaskDatasetSOTA resultTrendResults

Multi-label classification

Flickr 50% (train)

64.53Micro-F1

6

Multi-label classification

Flickr 40% (train)

64.39Micro F1

6

Multi-label classification

Flickr 20% (train)

63.97Micro F1 Score

6

Multi-label classification

Flickr 10% (train)

63.27Micro F1 Score

6

Node Classification

Flickr

50.81F1 Score

5

Node Classification

Flickr clean (test)

87.97Mean Test Accuracy

5

Text-to-Image Retrieval Aleatoric Uncertainty Calibration

Flickr

1S Metric

5

Image-to-Text Retrieval Aleatoric Uncertainty Calibration

Flickr

0.988Correlation Score (S)

5

Causal Effect Estimation

Flickr

4.92ADE

5

Graph Node Classification

Flickr

12.45Training Time (s)

5

Text-to-Image Retrieval

Flickr (non-Karpathy)

61.4Top-1 Recall

5

Image-to-Text Retrieval

Flickr (non-Karpathy)

80Top-1 Recall

5

Image Retrieval

Flickr

88.7P@1

5

Flickr (test)

75.63Test Point Accuracy

5

Flickr (test)

61.38Point Accuracy

5

Image-to-Image Translation

Flickr Mask

21.2FID-I

5

Image Captioning

Flickr 30k

68BLEU-1

5

Node Classification

Flickr source-target

16.4F1 Score

4

Text-to-Image Retrieval

Flickr30k

76.6R@1

4

Image-to-Text Retrieval

Flickr30k

96.7Recall

4

Prompt Optimization

Flickr

77.62Mean CLIP Score

4

Node Classification

flickr (val)

51.1F1 Score

4

Node Classification

flickr (train)

51.6F1 Score

4

T-to-V Retrieval

Flickr

91Recall@1

4

Image-to-Image Translation

Flickr Sketch

20.3FID-I

4