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Visual Question Answering

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Showing 1381–1390 of 2177 papers

TitleStatusHype
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge—0
VrR-VG: Refocusing Visually-Relevant Relationships—0
Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering—0
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines—0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models—0
Retrieving Visual Facts For Few-Shot Visual Question Answering—0
Reusable Slotwise Mechanisms—0
Revisiting Multi-Modal LLM Evaluation—0
ReWind: Understanding Long Videos with Instructed Learnable Memory—0
ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray Understanding—0
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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