SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 12511260 of 2177 papers

TitleStatusHype
Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance0
Look, Learn and Leverage (L^3): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment0
Look, Read and Ask: Learning to Ask Questions by Reading Text in Images0
LRRA:A Transparent Neural-Symbolic Reasoning Framework for Real-World Visual Question Answering0
Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval0
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding0
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation0
MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning0
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering0
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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