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Visual Question Answering

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Papers

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Showing 1326–1350 of 2177 papers

TitleStatusHype
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