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Visual Question Answering On Vqa Ce

Metrics

Accuracy (Counterexamples)

Results

Performance results of various models on this benchmark

Model Name
Accuracy (Counterexamples)
Paper TitleRepository
RandImg34.41Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
RUBi32.25Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
LMH + RMFE33.14Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
LMH34.26Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
UpDown33.91Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
LFF34.27Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
BLOCK32.91Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
ESR33.26Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
LMH + CSS34.36Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
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