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Visual Question Answering

MLLM Leaderboard

Papers

Showing 13011325 of 2177 papers

TitleStatusHype
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples0
Detection-based Intermediate Supervision for Visual Question Answering0
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey0
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models0
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models0
Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability0
NegVQA: Can Vision Language Models Understand Negation?0
Aligning MAGMA by Few-Shot Learning and Finetuning0
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection0
Neural Memory Plasticity for Anomaly Detection0
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability0
Neural Self Talk: Image Understanding via Continuous Questioning and Answering0
VISREAS: Complex Visual Reasoning with Unanswerable Questions0
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA0
Neuro-Symbolic Spatio-Temporal Reasoning0
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"0
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata0
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review0
NEWSKVQA: Knowledge-Aware News Video Question Answering0
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning0
VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning0
Visual7W: Grounded Question Answering in Images0
Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering0
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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