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Visual Question Answering

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Showing 1301–1350 of 2177 papers

TitleStatusHype
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples—0
Detection-based Intermediate Supervision for Visual Question Answering—0
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey—0
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving—0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models—0
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models—0
Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability—0
NegVQA: Can Vision Language Models Understand Negation?—0
Aligning MAGMA by Few-Shot Learning and Finetuning—0
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection—0
Neural Memory Plasticity for Anomaly Detection—0
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability—0
Neural Self Talk: Image Understanding via Continuous Questioning and Answering—0
VISREAS: Complex Visual Reasoning with Unanswerable Questions—0
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA—0
Neuro-Symbolic Spatio-Temporal Reasoning—0
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"—0
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata—0
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training—0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review—0
NEWSKVQA: Knowledge-Aware News Video Question Answering—0
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning—0
VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning—0
Visual7W: Grounded Question Answering in Images—0
Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering—0
Normalized and Geometry-Aware Self-Attention Network for Image Captioning—0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding—0
Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation—0
Not-So-CLEVR: Visual Relations Strain Feedforward Neural Networks—0
Detect2Interact: Localizing Object Key Field in Visual Question Answering (VQA) with LLMs—0
Designing a Robust Radiology Report Generation System—0
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs—0
Aligned Vector Quantization for Edge-Cloud Collabrative Vision-Language Models—0
Visual Commonsense based Heterogeneous Graph Contrastive Learning—0
Object-based reasoning in VQA—0
Object-Centric Diagnosis of Visual Reasoning—0
Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases—0
OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving—0
Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning—0
OMCAT: Omni Context Aware Transformer—0
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval—0
Deep learning evaluation using deep linguistic processing—0
Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities—0
Deep Exemplar Networks for VQA and VQG—0
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks—0
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization—0
OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities—0
Deep Bayesian Active Learning for Multiple Correct Outputs—0
Deep Attention Neural Tensor Network for Visual Question Answering—0
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering—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