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Visual Question Answering

MLLM Leaderboard

Papers

Showing 726750 of 2177 papers

TitleStatusHype
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space0
Deep Attention Neural Tensor Network for Visual Question Answering0
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering0
Benchmarking Vision Language Models for Cultural Understanding0
Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering0
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models0
InfographicVQA0
An Empirical Study on the Language Modal in Visual Question Answering0
Debating for Better Reasoning: An Unsupervised Multimodal Approach0
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games0
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer0
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation0
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond0
Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat0
Accounting for Focus Ambiguity in Visual Questions0
Data Metabolism: An Efficient Data Design Schema For Vision Language Model0
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction0
Data Augmentation for Visual Question Answering0
DARE: Diverse Visual Question Answering with Robustness Evaluation0
@Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology0
Damage Assessment after Natural Disasters with UAVs: Semantic Feature Extraction using Deep Learning0
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering0
Cycle-Consistency for Robust Visual Question Answering0
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets0
InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified