SOTAVerified

Visual Question Answering

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Papers

Showing 351360 of 2177 papers

TitleStatusHype
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl DataCode1
VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and GenerationCode1
ViLA: Efficient Video-Language Alignment for Video Question AnsweringCode1
Hallucination Augmented Contrastive Learning for Multimodal Large Language ModelCode1
NuScenes-MQA: Integrated Evaluation of Captions and QA for Autonomous Driving Datasets using Markup AnnotationsCode1
Genixer: Empowering Multimodal Large Language Models as a Powerful Data GeneratorCode1
Language-Informed Visual Concept LearningCode1
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal ModelsCode1
Recursive Visual ProgrammingCode1
Good Questions Help Zero-Shot Image ReasoningCode1
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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