SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 18511875 of 2177 papers

TitleStatusHype
Ontology-based knowledge representation for bone disease diagnosis: a foundation for safe and sustainable medical artificial intelligence systems0
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review0
Towards Models that Can See and Read0
Active Data Curation Effectively Distills Large-Scale Multimodal Models0
Assisting Scene Graph Generation with Self-Supervision0
Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based Method0
Towards Reasoning-Aware Explainable VQA0
Assessing the Robustness of Visual Question Answering Models0
Towards Semantic Equivalence of Tokenization in Multimodal LLM0
Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering0
Towards Transparent AI Systems: Interpreting Visual Question Answering Models0
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers0
Assessing Image Quality Issues for Real-World Problems0
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?0
Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources0
Asking questions on handwritten document collections0
Towards Visual Dialog for Radiology0
A Corpus for Visual Question Answering Annotated with Frame Semantic Information0
Toward Unsupervised Realistic Visual Question Answering0
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images0
VSA4VQA: Scaling a Vector Symbolic Architecture to Visual Question Answering on Natural Images0
Training Recurrent Answering Units with Joint Loss Minimization for VQA0
Transferable Adversarial Attacks on Black-Box Vision-Language Models0
A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering0
MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph0
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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