SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 726750 of 2177 papers

TitleStatusHype
Analyzing the Behavior of Visual Question Answering ModelsCode0
CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific ConceptsCode0
NAAQA: A Neural Architecture for Acoustic Question AnsweringCode0
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional GeneralizationCode0
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMsCode0
MUTAN: Multimodal Tucker Fusion for Visual Question AnsweringCode0
12-in-1: Multi-Task Vision and Language Representation LearningCode0
Neural Module NetworksCode0
Open-Set Knowledge-Based Visual Question Answering with Inference PathsCode0
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQACode0
Multi-Page Document Visual Question Answering using Self-Attention Scoring MechanismCode0
Multimodal Residual Learning for Visual QACode0
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answeringCode0
Counting Everyday Objects in Everyday ScenesCode0
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves?Code0
Adaptively Clustering Neighbor Elements for Image-Text GenerationCode0
A Unified Hallucination Mitigation Framework for Large Vision-Language ModelsCode0
Core Tokensets for Data-efficient Sequential Training of TransformersCode0
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and BeyondCode0
Copy-Move Forgery Detection and Question Answering for Remote Sensing ImageCode0
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question AnsweringCode0
Grad-CAM: Why did you say that?Code0
Convincing Rationales for Visual Question Answering ReasoningCode0
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingCode0
Continual VQA for Disaster Response SystemsCode0
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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