SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 501525 of 2177 papers

TitleStatusHype
Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQACode1
Learning to Answer Visual Questions from Web VideosCode1
I2I: Initializing Adapters with Improvised KnowledgeCode1
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language ModelsCode1
I Can't Believe There's No Images! Learning Visual Tasks Using only Language SupervisionCode1
How to Configure Good In-Context Sequence for Visual Question AnsweringCode1
How Much Can CLIP Benefit Vision-and-Language Tasks?Code1
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question AnsweringCode1
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language ModelsCode1
The Spoon Is in the Sink: Assisting Visually Impaired People in the KitchenCode1
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual ScenesCode1
Hierarchical Question-Image Co-Attention for Visual Question AnsweringCode1
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal ReasoningCode1
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense ReasoningCode1
Hierarchical multimodal transformers for Multi-Page DocVQACode1
How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape GameCode1
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningCode1
GRIT: General Robust Image Task BenchmarkCode1
Graph Optimal Transport for Cross-Domain AlignmentCode1
Can We Talk Models Into Seeing the World Differently?Code1
Greedy Gradient Ensemble for Robust Visual Question AnsweringCode1
HAAR: Text-Conditioned Generative Model of 3D Strand-based Human HairstylesCode1
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationCode1
Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question AnsweringCode1
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question AnsweringCode1
Show:102550
← PrevPage 21 of 88Next →

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