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Visual Question Answering

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Papers

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Showing 41–50 of 2177 papers

Title	Date	Tasks	Status	Hype
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning	May 23, 2025	DecoderImage Captioning	CodeCode Available	4
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models	Aug 2, 2023	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	4
Otter: A Multi-Modal Model with In-Context Instruction Tuning	May 5, 2023	GPUIn-Context Learning	CodeCode Available	4
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM	Feb 14, 2024	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	4
Flamingo: a Visual Language Model for Few-Shot Learning	Apr 29, 2022	Few-Shot LearningGenerative Visual Question Answering	CodeCode Available	4
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model	Mar 30, 2025	Autonomous DrivingDecision Making	CodeCode Available	4
OtterHD: A High-Resolution Multi-modality Model	Nov 7, 2023	modelVisual Question Answering	CodeCode Available	4
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration	Nov 7, 2023	1 Image, 2*2 StitchingDecoder	CodeCode Available	4
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video	Feb 1, 2023	Action ClassificationImage Classification	CodeCode Available	4
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models	Jan 30, 2023	Generative Visual Question AnsweringImage Captioning	CodeCode Available	4

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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