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Visual Question Answering

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Showing 841–850 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
MQA: Answering the Question via Robotic Manipulation	Mar 10, 2020	Imitation LearningQuestion Answering	CodeCode Available	0	5
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models	Dec 21, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism	Apr 29, 2024	document understandingGPU	CodeCode Available	0	5
Modularized Zero-shot VQA with Pre-trained Models	May 27, 2023	object-detectionObject Detection	CodeCode Available	0	5
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering	May 27, 2025	BenchmarkingQuestion Answering	CodeCode Available	0	5
Co-attending Regions and Detections with Multi-modal Multiplicative Embedding for VQA	Nov 18, 2017	FormQuestion Answering	CodeCode Available	0	5
Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering	Nov 18, 2017	FormVisual Question Answering	CodeCode Available	0	5
Modulating early visual processing by language	Jul 2, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5
MM-PoE: Multiple Choice Reasoning via. Process of Elimination using Multi-Modal Models	Dec 10, 2024	Multiple-choiceQuestion Answering	CodeCode Available	0	5
Focal Visual-Text Attention for Visual Question Answering	Jun 5, 2018	Memex Question AnsweringQuestion 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