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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1801–1810 of 2177 papers

Title	Date	Tasks	Status	Hype
Visual Question Answering Using Semantic Information from Image Descriptions	Apr 23, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision	Apr 20, 2020	counterfactualimage-classification	—Unverified	0
Knowledge-Based Visual Question Answering in Videos	Apr 17, 2020	Question AnsweringVideo Question Answering	—Unverified	0
Visual Grounding Methods for VQA are Working for the Wrong Reasons!	Apr 12, 2020	Question AnsweringVisual Grounding	CodeCode Available	1
An Entropy Clustering Approach for Assessing Visual Question Difficulty	Apr 12, 2020	ClusteringQuestion Answering	CodeCode Available	0
Rephrasing visual questions by specifying the entropy of the answer distribution	Apr 10, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing	Apr 8, 2020	DiversityQuestion Answering	—Unverified	0
Evaluating Multimodal Representations on Visual Semantic Textual Similarity	Apr 4, 2020	BenchmarkingImage Captioning	CodeCode Available	1
Generating Rationales in Visual Question Answering	Apr 4, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers	Apr 2, 2020	Image-text matchingImage-text Retrieval	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