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Visual Question Answering

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Showing 1321–1330 of 2177 papers

Title	Date	Tasks	Status	Hype
SILC: Improving Vision Language Pretraining with Self-Distillation	Oct 20, 2023	ClassificationContrastive Learning	—Unverified	0
A Simple Baseline for Knowledge-Based Visual Question Answering	Oct 20, 2023	In-Context LearningQuestion Answering	CodeCode Available	0
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering	Oct 19, 2023	Image CaptioningQuestion Answering	CodeCode Available	0
UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models	Oct 17, 2023	AttributeQuestion Answering	CodeCode Available	0
Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA	Oct 13, 2023	Graph LearningObject	—Unverified	0
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection	Oct 13, 2023	Language ModelingLanguage Modelling	—Unverified	0
Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning	Oct 12, 2023	Image CaptioningImage-text Retrieval	—Unverified	0
Open-Set Knowledge-Based Visual Question Answering with Inference Paths	Oct 12, 2023	Knowledge GraphsMulti-class Classification	CodeCode Available	0
Improving mitosis detection on histopathology images using large vision-language models	Oct 11, 2023	Domain GeneralizationImage Captioning	—Unverified	0
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog	Oct 11, 2023	Question AnsweringResponse Generation	CodeCode Available	0

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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