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Visual Question Answering

MLLM Leaderboard

Papers

Showing 19511975 of 2177 papers

TitleStatusHype
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment0
Hyperbolic Attention Networks0
Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end0
Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture0
Bilinear Graph Networks for Visual Question Answering0
Hypo3D: Exploring Hypothetical Reasoning in 3D0
Graph Neural Networks in Vision-Language Image Understanding: A Survey0
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network0
ICDAR 2019 Competition on Scene Text Visual Question Answering0
GRAM: Global Reasoning for Multi-Page VQA0
i-Code Studio: A Configurable and Composable Framework for Integrative AI0
GRADE: Quantifying Sample Diversity in Text-to-Image Models0
GPT-4V Explorations: Mining Autonomous Driving0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing0
What is needed for simple spatial language capabilities in VQA?0
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning0
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance0
Understanding the Role of Scene Graphs in Visual Question Answering0
Goal-Oriented Semantic Communication for Wireless Visual Question Answering0
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue0
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension0
CLIPPO: Image-and-Language Understanding from Pixels Only0
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks0
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified