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Visual Question Answering

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Showing 911–920 of 2177 papers

TitleStatusHype
GPT-4V(ision) is a Generalist Web Agent, if GroundedCode4
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers—0
Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles—0
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA—0
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering—0
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems—0
TinyGPT-V: Efficient Multimodal Large Language Model via Small BackbonesCode3
MIVC: Multiple Instance Visual Component for Visual-Language Models—0
Gemini Pro Defeated by GPT-4V: Evidence from Education—0
Detection-based Intermediate Supervision for Visual Question Answering—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified