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Visual Question Answering

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Papers

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Showing 1376–1400 of 2177 papers

TitleStatusHype
Representing Movie Characters in Dialogues—0
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering"—0
RepsNet: Combining Vision with Language for Automated Medical Reports—0
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents—0
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization—0
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
RL-CSDia: Representation Learning of Computer Science Diagrams—0
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest—0
RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases—0
Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets—0
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis—0
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation—0
Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization—0
Robustness Analysis of Visual QA Models by Basic Questions—0
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru—0
Robust Visual Question Answering: Datasets, Methods, and Future Challenges—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