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Visual Question Answering

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Showing 981–990 of 2177 papers

TitleStatusHype
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment—0
Zero-shot Commonsense Reasoning over Machine ImaginationCode0
Declarative Knowledge Distillation from Large Language Models for Visual Question Answering DatasetsCode0
ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation—0
Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training—0
Emerging Pixel Grounding in Large Multimodal Models Without Grounding Supervision—0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models—0
Beyond Captioning: Task-Specific Prompting for Improved VLM Performance in Mathematical Reasoning—0
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and BeyondCode0
Core Tokensets for Data-efficient Sequential Training of TransformersCode0
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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