SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 20262050 of 2177 papers

TitleStatusHype
A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading0
Integrating Knowledge and Reasoning in Image Understanding0
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent0
Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety0
Interactive Visual Task Learning for Robots0
Can Generative AI Support Patients' & Caregivers' Informational Needs? Towards Task-Centric Evaluation Of AI Systems0
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output0
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model0
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems0
Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks0
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering0
Interpretable Counting for Visual Question Answering0
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models0
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning0
Interpretable Neural Computation for Real-World Compositional Visual Question Answering0
Interpretable Visual Question Answering Referring to Outside Knowledge0
Interpretable Visual Question Answering by Reasoning on Dependency Trees0
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining0
Interpretable Visual Question Answering via Reasoning Supervision0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision0
Gender and Racial Bias in Visual Question Answering Datasets0
ArcSin: Adaptive ranged cosine Similarity injected noise for Language-Driven Visual Tasks0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool0
Inverse Visual Question Answering with Multi-Level Attentions0
Investigating Biases in Textual Entailment Datasets0
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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