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Visual Question Answering

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Showing 901–910 of 2177 papers

TitleStatusHype
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language ModelCode0
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Hallucination Benchmark in Medical Visual Question AnsweringCode0
MISS: A Generative Pretraining and Finetuning Approach for Med-VQACode1
GRAM: Global Reasoning for Multi-Page VQA—0
CaMML: Context-Aware Multimodal Learner for Large ModelsCode1
PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical ImagingCode2
ArtQuest: Countering Hidden Language Biases in ArtVQACode0
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language ModelCode3
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified