SOTAVerified

Visual Question Answering

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Papers

Showing 11711180 of 2177 papers

TitleStatusHype
Bridging Vision and Language Spaces with Assignment PredictionCode0
Language Models Meet Anomaly Detection for Better Interpretability and GeneralizabilityCode0
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMsCode0
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HDCode0
OmniFusion Technical ReportCode0
HAMMR: HierArchical MultiModal React agents for generic VQA0
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement0
Soft-Prompting with Graph-of-Thought for Multi-modal Representation LearningCode0
Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language ModelsCode0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
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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