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Visual Question Answering

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Showing 811–820 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Compact Trilinear Interaction for Visual Question Answering	Sep 26, 2019	BenchmarkingKnowledge Distillation	CodeCode Available	0	5
Language Models Meet Anomaly Detection for Better Interpretability and Generalizability	Apr 11, 2024	Anomaly DetectionLanguage Modelling	CodeCode Available	0	5
CommVQA: Situating Visual Question Answering in Communicative Contexts	Feb 22, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Multi-Image Visual Question Answering	Dec 27, 2021	Question AnsweringVisual Question Answering	CodeCode Available	0	5
COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes	Sep 6, 2024	Multiple-choiceQuestion Answering	CodeCode Available	0	5
Game of Sketches: Deep Recurrent Models of Pictionary-style Word Guessing	Jan 29, 2018	Question AnsweringVisual Question Answering	CodeCode Available	0	5
MQA: Answering the Question via Robotic Manipulation	Mar 10, 2020	Imitation LearningQuestion Answering	CodeCode Available	0	5
Fully Authentic Visual Question Answering Dataset from Online Communities	Nov 27, 2023	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms	Aug 29, 2018	Community Question AnsweringGeneral Classification	CodeCode Available	0	5
Modulating early visual processing by language	Jul 2, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5

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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