SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 12761300 of 2177 papers

TitleStatusHype
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation0
MEGC2025: Micro-Expression Grand Challenge on Spot Then Recognize and Visual Question Answering0
Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry0
Memory Augmented Neural Networks for Natural Language Processing0
Merlin:Empowering Multimodal LLMs with Foresight Minds0
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering0
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification0
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering0
MGA-VQA: Multi-Granularity Alignment for Visual Question Answering0
MIMOQA: Multimodal Input Multimodal Output Question Answering0
MindBench: A Comprehensive Benchmark for Mind Map Structure Recognition and Analysis0
Mindstorms in Natural Language-Based Societies of Mind0
Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding0
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy0
Data-augmented phrase-level alignment for mitigating object hallucination0
Mitigating the Impact of Attribute Editing on Face Recognition0
MIVC: Multiple Instance Visual Component for Visual-Language Models0
Mixture of Rationale: Multi-Modal Reasoning Mixture for Visual Question Answering0
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning0
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training0
MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling0
MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models0
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning0
MMED: A Multi-domain and Multi-modality Event Dataset0
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning0
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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