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Visual Question Answering

MLLM Leaderboard

Papers

Showing 801825 of 2177 papers

TitleStatusHype
Multimodal Preference Data Synthetic Alignment with Reward ModelCode0
Multimodal Residual Learning for Visual QACode0
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language ModelCode0
Targeted Visual Prompting for Medical Visual Question AnsweringCode0
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and BeyondCode0
MUREL: Multimodal Relational Reasoning for Visual Question AnsweringCode0
General Greedy De-bias LearningCode0
Compact Trilinear Interaction for Visual Question AnsweringCode0
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingCode0
QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without RetrainingCode0
Multimodal Explanations: Justifying Decisions and Pointing to the EvidenceCode0
CommVQA: Situating Visual Question Answering in Communicative ContextsCode0
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question AnsweringCode0
COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSesCode0
Multi-Image Visual Question AnsweringCode0
Game of Sketches: Deep Recurrent Models of Pictionary-style Word GuessingCode0
Language Models Meet Anomaly Detection for Better Interpretability and GeneralizabilityCode0
MQA: Answering the Question via Robotic ManipulationCode0
Fully Authentic Visual Question Answering Dataset from Online CommunitiesCode0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question AnsweringCode0
IIU: Independent Inference Units for Knowledge-based Visual Question AnsweringCode0
Cognitive Visual Commonsense Reasoning Using Dynamic Working MemoryCode0
Modularized Zero-shot VQA with Pre-trained ModelsCode0
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language ModelsCode0
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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