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Visual Question Answering

MLLM Leaderboard

Papers

Showing 381390 of 2177 papers

TitleStatusHype
A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network CalibrationCode1
I2I: Initializing Adapters with Improvised KnowledgeCode1
CLIP-Guided Vision-Language Pre-training for Question Answering in 3D ScenesCode1
I Can't Believe There's No Images! Learning Visual Tasks Using only Language SupervisionCode1
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design PatentsCode1
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text InjectionCode1
Maintaining Reasoning Consistency in Compositional Visual Question AnsweringCode1
Making Large Language Models Better Data CreatorsCode1
MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga UnderstandingCode1
CLEVR-X: A Visual Reasoning Dataset for Natural Language ExplanationsCode1
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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