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Visual Question Answering

MLLM Leaderboard

Papers

Showing 701725 of 2177 papers

TitleStatusHype
A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question AnsweringCode0
No Images, No Problem: Retaining Knowledge in Continual VQA with Questions-Only MemoryCode0
Object Attribute Matters in Visual Question AnsweringCode0
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar InstancesCode0
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-raysCode0
NAAQA: A Neural Architecture for Acoustic Question AnsweringCode0
MUTAN: Multimodal Tucker Fusion for Visual Question AnsweringCode0
cViL: Cross-Lingual Training of Vision-Language Models using Knowledge DistillationCode0
AdCare-VLM: Leveraging Large Vision Language Model (LVLM) to Monitor Long-Term Medication Adherence and CareCode0
MUREL: Multimodal Relational Reasoning for Visual Question AnsweringCode0
Multi-Sourced Compositional Generalization in Visual Question AnsweringCode0
Barlow constrained optimization for Visual Question AnsweringCode0
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMsCode0
Multi-Page Document Visual Question Answering using Self-Attention Scoring MechanismCode0
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answeringCode0
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine LossCode0
Multimodal Residual Learning for Visual QACode0
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional GeneralizationCode0
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and BeyondCode0
Cross-Modal Contrastive Learning for Robust Reasoning in VQACode0
BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured DataCode0
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory PerspectiveCode0
AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual LearningCode0
Multimodal Explanations: Justifying Decisions and Pointing to the EvidenceCode0
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question AnsweringCode0
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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