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Visual Question Answering

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Papers

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Showing 2126–2150 of 2177 papers

TitleStatusHype
LCV2: An Efficient Pretraining-Free Framework for Grounded Visual Question Answering—0
FocusLLaVA: A Coarse-to-Fine Approach for Efficient and Effective Visual Token Compression—0
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering—0
Learning Answer Embeddings for Visual Question Answering—0
Learning by Asking Questions—0
A Novel Framework for Robustness Analysis of Visual QA Models—0
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision—0
Learning Compositional Representation for Few-shot Visual Question Answering—0
Variational Disentangled Attention for Regularized Visual Dialog—0
Variational Visual Question Answering—0
A Novel Attention-based Aggregation Function to Combine Vision and Language—0
FOCUS: Internal MLLM Representations for Efficient Fine-Grained Visual Question Answering—0
VCD: Knowledge Base Guided Visual Commonsense Discovery in Images—0
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models—0
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering—0
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues—0
An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models—0
Learning Rich Image Region Representation for Visual Question Answering—0
FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks—0
Learning Sparse Mixture of Experts for Visual Question Answering—0
Learning Sparsity for Effective and Efficient Music Performance Question Answering—0
Annotation Methodologies for Vision and Language Dataset Creation—0
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts—0
FlexCap: Describe Anything in Images in Controllable Detail—0
Learning to Compose Diversified Prompts for Image Emotion Classification—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