A-OKVQA

Overview edit

Variants: A-OKVQA

Associated Benchmarks

This dataset is used in 1 benchmark:

• Visual Question Answering (VQA) - Metrics: MC Accuracy, DA VQA Score

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• HYDRA: A Hyper Agent for Dynamic Compositional Visual Reasoning (2024) -
• Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models (2023) -
• Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts (2023) -
• Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training (2023) -
• A Simple Baseline for Knowledge-Based Visual Question Answering (2023) -
• Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering (2023) -
• PromptCap: Prompt-Guided Task-Aware Image Captioning (2022) -
• VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge (2022) -
• Webly Supervised Concept Expansion for General Purpose Vision Models (2022) -
• KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA (2020) -
• LXMERT: Learning Cross-Modality Encoder Representations from Transformers (2019) -
• ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks (2019) -
• Pythia v0.1: the Winning Entry to the VQA Challenge 2018 (2018) -