SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 21262150 of 2177 papers

TitleStatusHype
Siamese Tracking with Lingual Object ConstraintsCode0
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and FilteringCode0
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic SegmentationCode0
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object LocalizationCode0
Sim2Real Transfer for Vision-Based Grasp VerificationCode0
Hallucination Benchmark in Medical Visual Question AnsweringCode0
Simple Baseline for Visual Question AnsweringCode0
HalLoc: Token-level Localization of Hallucinations for Vision Language ModelsCode0
Understanding Attention for Vision-and-Language TasksCode0
Are Vision LLMs Road-Ready? A Comprehensive Benchmark for Safety-Critical Driving Video UnderstandingCode0
A Question-Centric Model for Visual Question Answering in Medical ImagingCode0
Adversarial Training with OCR Modality Perturbation for Scene-Text Visual Question AnsweringCode0
HAIBU-ReMUD: Reasoning Multimodal Ultrasound Dataset and Model Bridging to General Specific DomainsCode0
Applying recent advances in Visual Question Answering to Record LinkageCode0
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question AnsweringCode0
Single-Stream Multi-Level Alignment for Vision-Language PretrainingCode0
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media ReasoningCode0
Hadamard Product for Low-rank Bilinear PoolingCode0
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge TypesCode0
Grounding Answers for Visual Questions Asked by Visually Impaired PeopleCode0
Grad-CAM: Why did you say that?Code0
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language ModelCode0
SlotPi: Physics-informed Object-centric Reasoning ModelsCode0
Understanding the World's Museums through Vision-Language ReasoningCode0
Declarative Knowledge Distillation from Large Language Models for Visual Question Answering DatasetsCode0
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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