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ResearchFormerly WizWand

ViLP

Benchmarks

TaskDatasetSOTA resultTrendResults

Self-evaluation

ViLP

77AUROC

36

Multimodal Understanding

ViLP 80% (test)

58.06Accuracy

10

Prior-Sensitive Evaluation

ViLP-F with-fact

70.17Score

8

Language Shortcut Robustness

ViLP

59.3Accuracy

6

Uncertainty Estimation

VILP

0.521Verb-U

2