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Papers Benchmarks Datasets Tasks

Flickr dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

Flickr

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

Flickr

75.3AUROC

9

Anomaly Detection

Flickr

37.69AUPRC

9

Image-Text Understanding

Flickr30k

95.99Score

9

Caption-level correlation with human judgment

Flickr 8K tie-free (test)

0.716Kendall's Tau

9

Image Captioning

Flickr30k

16.9BLEU-4

8

JPEG Artifact Removal

Flickr2K

30.84PSNR

8

Flickr-30K

0.251Cider-N

8

Image Retrieval

Flickr8k

44.4R@1

8

Caption-level correlation with human judgment

Flickr 8K (test)

0.481Kendall's Tau

8

Image Captioning

Flickr8k

1.56BadNet ASR

7

Visual Question Answering

Flickr30k

70.8TextVQA

7

Membership Inference

Flickr Real-world training setting (test)

88.86ASR

7

Membership Inference Attack

Flickr

90.9ASR

6

Text-to-Image Retrieval

Flickr30k

0.774R@1

6

flickr

0.659AUC

6

Image Prompt Inversion

Flickr

0.776CLIP Score

6

Prompt Recovery

Flickr

0.776CLIP Score

6

Text-image retrieval

Flickr

87.7NDCG@10

6

Treatment Effect Estimation

Flickr

1,666Runtime (s)

6

Image-to-Text Retrieval

Flickr

19.2T@1

6

Membership Inference Attack

Flickr

8Execution Time (h)

6

Multi-label classification

Flickr 90% (train)

64.74Micro-F1

6

Multi-label classification

Flickr 80% (train)

64.75Micro-F1

6

Multi-label classification

Flickr 70% (train)

64.61Micro-F1 Score

6

Multi-label classification

Flickr 60% (train)

64.55Micro-F1

6

Page 4 of 6

Popular tasks

Node Classification Text-to-Image Retrieval Multi-Label Classification Image Captioning Image-to-Text Retrieval

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