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Visual Question Answering

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Showing 1371–1380 of 2177 papers

Title	Date	Tasks	Status	Hype
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering	Sep 21, 2020	Anomaly DetectionQuestion Answering	—Unverified	0
ReLoop: "Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding	Jul 7, 2025	HallucinationQuestion Answering	—Unverified	0
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment	Dec 12, 2023	image-classificationImage Classification	—Unverified	0
Rephrasing visual questions by specifying the entropy of the answer distribution	Apr 10, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks	Nov 1, 2020	Common Sense ReasoningQuestion Answering	—Unverified	0
Representing Movie Characters in Dialogues	Nov 1, 2019	Question AnsweringRelation Classification	—Unverified	0
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering"	May 21, 2018	Question AnsweringVisual Question Answering	—Unverified	0
RepsNet: Combining Vision with Language for Automated Medical Reports	Sep 27, 2022	Contrastive LearningDecoder	—Unverified	0
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents	Oct 17, 2024	Question AnsweringTask Planning	—Unverified	0
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization	May 24, 2022	Image CaptioningOut-of-Distribution Generalization	—Unverified	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