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Visual Question Answering

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Showing 601–610 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
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features	Jan 14, 2020	ClassificationDiversity	CodeCode Available	1
In Defense of Grid Features for Visual Question Answering	Jan 10, 2020	Image CaptioningQuestion Answering	CodeCode Available	1
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline	Dec 5, 2019	Language ModellingRepresentation Learning	CodeCode Available	1
Overcoming Data Limitation in Medical Visual Question Answering	Sep 26, 2019	DenoisingMedical Visual Question Answering	CodeCode Available	1
UNITER: UNiversal Image-TExt Representation Learning	Sep 25, 2019	Image-text matchingImage-text Retrieval	CodeCode Available	1
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases	Sep 9, 2019	Natural Language InferenceQuestion Answering	CodeCode Available	1
VL-BERT: Pre-training of Generic Visual-Linguistic Representations	Aug 22, 2019	Image-text matchingLanguage Modelling	CodeCode Available	1
LXMERT: Learning Cross-Modality Encoder Representations from Transformers	Aug 20, 2019	Language ModelingLanguage Modelling	CodeCode Available	1
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks	Aug 6, 2019	Image RetrievalQuestion 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