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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1831–1840 of 2177 papers

Title	Date	Tasks	Status	Hype
Multimodal fusion of imaging and genomics for lung cancer recurrence prediction	Feb 5, 2020	Computed Tomography (CT)Question Answering	CodeCode Available	1
Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach	Jan 31, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0
Uncertainty based Class Activation Maps for Visual Question Answering	Jan 23, 2020	Deep LearningProbabilistic Deep Learning	—Unverified	0
Robust Explanations for Visual Question Answering	Jan 23, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models	Jan 20, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Recommending Themes for Ad Creative Design via Visual-Linguistic Representations	Jan 20, 2020	Question AnsweringRecommendation Systems	CodeCode Available	0
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features	Jan 14, 2020	ClassificationDiversity	CodeCode Available	1
MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding	Jan 11, 2020	Image CaptioningImage-text Retrieval	CodeCode Available	0
Visual Question Answering on 360° Images	Jan 10, 2020	Question AnsweringVisual Question Answering	—Unverified	0
In Defense of Grid Features for Visual Question Answering	Jan 10, 2020	Image CaptioningQuestion 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