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Visual Question Answering

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Showing 2041–2050 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Interpretable Visual Question Answering Referring to Outside Knowledge	Mar 8, 2023	DiversityImage Captioning	—Unverified	0	0
Interpretable Visual Question Answering by Reasoning on Dependency Trees	Sep 6, 2018	Question Answeringvalid	—Unverified	0	0
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining	Aug 1, 2018	Question AnsweringVisual Grounding	—Unverified	0	0
Interpretable Visual Question Answering via Reasoning Supervision	Sep 7, 2023	Common Sense ReasoningQuestion Answering	—Unverified	0	0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision	Aug 1, 2020	Question AnsweringVisual Question Answering	—Unverified	0	0
Gender and Racial Bias in Visual Question Answering Datasets	May 17, 2022	Question AnsweringVisual Question Answering	—Unverified	0	0
ArcSin: Adaptive ranged cosine Similarity injected noise for Language-Driven Visual Tasks	Feb 27, 2024	Domain GeneralizationImage Captioning	—Unverified	0	0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool	Mar 16, 2018	Question AnsweringReinforcement Learning	—Unverified	0	0
Inverse Visual Question Answering with Multi-Level Attentions	Sep 17, 2019	Question AnsweringVisual Question Answering	—Unverified	0	0
Investigating Biases in Textual Entailment Datasets	Jun 23, 2019	BIG-bench Machine LearningNatural Language Inference	—Unverified	0	0

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified