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Visual Question Answering

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Papers

Showing 821830 of 2177 papers

TitleStatusHype
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question AnsweringCode0
IIU: Independent Inference Units for Knowledge-based Visual Question AnsweringCode0
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingCode0
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and BeyondCode0
Fully Authentic Visual Question Answering Dataset from Online CommunitiesCode0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
MQA: Answering the Question via Robotic ManipulationCode0
Cognitive Visual Commonsense Reasoning Using Dynamic Working MemoryCode0
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-raysCode0
Modulating early visual processing by languageCode0
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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