SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 791800 of 2177 papers

TitleStatusHype
MedPromptX: Grounded Multimodal Prompting for Chest X-ray DiagnosisCode2
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal ModelsCode2
Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question AnsweringCode1
Language Repository for Long Video UnderstandingCode1
MyVLM: Personalizing VLMs for User-Specific Queries0
VL-Mamba: Exploring State Space Models for Multimodal Learning0
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs0
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language ModelsCode1
WoLF: Wide-scope Large Language Model Framework for CXR Understanding0
VL-ICL Bench: The Devil in the Details of Multimodal In-Context LearningCode2
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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