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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1611–1620 of 2177 papers

Title	Date	Tasks	Status	Hype
EaSe: A Diagnostic Tool for VQA based on Answer Diversity	Jun 1, 2021	DiagnosticDiversity	CodeCode Available	0
Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models	Jun 1, 2021	Data AugmentationQuestion Answering	—Unverified	0
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering	May 29, 2021	Question AnsweringVisual Question Answering	CodeCode Available	0
StructuralLM: Structural Pre-training for Form Understanding	May 24, 2021	document-image-classificationDocument Image Classification	—Unverified	0
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training	May 24, 2021	Image CaptioningMedical Visual Question Answering	CodeCode Available	1
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training	May 21, 2021	Question AnsweringRelation	—Unverified	0
Multiple Meta-model Quantifying for Medical Visual Question Answering	May 19, 2021	Medical Visual Question AnsweringMeta-Learning	CodeCode Available	1
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval	May 16, 2021	Graph GenerationImage Captioning	—Unverified	0
Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention	May 15, 2021	Question AnsweringVisual Question Answering	—Unverified	0
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules	May 11, 2021	Question AnsweringVisual Question Answering	CodeCode Available	1

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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