OpenCodePapers

visual-question-answering-on-vqa-cp

Visual Question Answering (VQA)
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeScoreModelNameReleaseDate
Counterfactual Samples Synthesizing for Robust Visual Question Answering✓ Link58.95CSS2020-03-14
Greedy Gradient Ensemble for Robust Visual Question Answering✓ Link57.32GGE-DQ2021-07-27
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies✓ Link56.74LMH+Entropy regularization (Ensemble)2020-10-21
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies✓ Link54.55LMH+Entropy regularization2020-10-21
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases✓ Link52.05Learned-Mixin +H2019-09-09
Self-Critical Reasoning for Robust Visual Question Answering✓ Link49.45UpDn+SCR (VQA-X)2019-05-24
RUBi: Reducing Unimodal Biases in Visual Question Answering✓ Link47.11RUBi2019-06-24
Learning by Abstraction: The Neural State Machine✓ Link45.8NSM2019-07-09
MUREL: Multimodal Relational Reasoning for Visual Question Answering✓ Link39.54MuRel2019-02-25
Learning Visual Question Answering by Bootstrapping Hard Attention✓ Link28.65HAN2018-08-01
Check out how to contribute new results.