SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 851875 of 2177 papers

TitleStatusHype
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation0
Improving Automatic VQA Evaluation Using Large Language Models0
Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning0
Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning0
H2OVL-Mississippi Vision Language Models Technical Report0
Improving Multi-modal Large Language Model through Boosting Vision Capabilities0
CPL: Counterfactual Prompt Learning for Vision and Language Models0
Guiding Visual Question Answering with Attention Priors0
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology0
Improving Visual Question Answering by Referring to Generated Paragraph Captions0
Auto-Parsing Network for Image Captioning and Visual Question Answering0
Improving VQA and its Explanations \\ by Comparing Competing Explanations0
Grounding Task Assistance with Multimodal Cues from a Single Demonstration0
Co-VQA : Answering by Interactive Sub Question Sequence0
Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering0
Grounding Complex Navigational Instructions Using Scene Graphs0
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering0
InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding0
Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports0
Co-VQA : Answering by Interactive Sub Question Sequence0
Grounding Answers for Visual Questions Asked by Visually Impaired People0
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding0
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning0
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space0
Adaptive Token Boundaries: Integrating Human Chunking Mechanisms into Multimodal LLMs0
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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