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ResearchFormerly WizWand

PhotoChat

Benchmarks

TaskDatasetSOTA resultTrendResults

Multi-modal dialogue retrieval

PhotoChat (test)

28.3R@1

29

Intent Prediction

PhotoChat (test)

65.6F1 Score

26

Text-to-Image Retrieval

PhotoChat (test)

44.17R@1

19

Text Response Generation

PhotoChat (test)

59.21Perplexity (PPL)

6

Image Generation

PhotoChat (test)

29.04FID

6

Image Description Generation

PhotoChat (test)

5.12Perplexity (PPL)

6

Dialogue Response Generation

PhotoChat (test)

0.68Kappa

5

Image Generation

PhotoChat

9.72FID

4

Response Generation

PhotoChat

23.6BLEU-1

4