SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 676700 of 2177 papers

TitleStatusHype
P NP, at least in Visual Question AnsweringCode0
Progressive Prompt Detailing for Improved Alignment in Text-to-Image Generative ModelsCode0
An Improved Attention for Visual Question AnsweringCode0
Delving Deeper into Cross-lingual Visual Question AnsweringCode0
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language UnderstandingCode0
No Images, No Problem: Retaining Knowledge in Continual VQA with Questions-Only MemoryCode0
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question AnsweringCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
Deep Modular Co-Attention Networks for Visual Question AnsweringCode0
Beyond Accuracy: A Consolidated Tool for Visual Question Answering BenchmarkingCode0
NAAQA: A Neural Architecture for Acoustic Question AnsweringCode0
A Neuro-Symbolic ASP Pipeline for Visual Question AnsweringCode0
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional GeneralizationCode0
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMsCode0
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease DiagnosisCode0
MUTAN: Multimodal Tucker Fusion for Visual Question AnsweringCode0
Declarative Knowledge Distillation from Large Language Models for Visual Question Answering DatasetsCode0
MUREL: Multimodal Relational Reasoning for Visual Question AnsweringCode0
Neural Module NetworksCode0
Benchmarking Vision-Language Contrastive Methods for Medical Representation LearningCode0
Multi-Page Document Visual Question Answering using Self-Attention Scoring MechanismCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answeringCode0
Multi-Sourced Compositional Generalization in Visual Question AnsweringCode0
Multimodal Preference Data Synthetic Alignment with Reward ModelCode0
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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