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Visual Question Answering

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Papers

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Showing 141–150 of 2177 papers

TitleStatusHype
MedM-VL: What Makes a Good Medical LVLM?Code2
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion—0
QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning—0
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security InspectionCode1
SocialGesture: Delving into Multi-person Gesture Understanding—0
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion RefinementCode2
GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical ReasoningCode1
MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving—0
SViQA: A Unified Speech-Vision Multimodal Model for Textless Visual Question Answering—0
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal ReasoningCode2
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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