SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 901910 of 2177 papers

TitleStatusHype
Active Data Curation Effectively Distills Large-Scale Multimodal Models0
ElectroVizQA: How well do Multi-modal LLMs perform in Electronics Visual Question Answering?0
Task Progressive Curriculum Learning for Robust Visual Question Answering0
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey0
Efficient Multi-modal Large Language Models via Visual Token Grouping0
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis0
Text-Guided Coarse-to-Fine Fusion Network for Robust Remote Sensing Visual Question Answering0
ReWind: Understanding Long Videos with Instructed Learnable Memory0
freePruner: A Training-free Approach for Large Multimodal Model Acceleration0
FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity0
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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