SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 18761900 of 2177 papers

TitleStatusHype
Compact Trilinear Interaction for Visual Question AnsweringCode0
TCC-Bench: Benchmarking the Traditional Chinese Culture Understanding Capabilities of MLLMsCode0
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringCode0
LXMERT Model Compression for Visual Question AnsweringCode0
Perceptual Score: What Data Modalities Does Your Model Perceive?Code0
Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text RepresentationsCode0
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and CompetitionCode0
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question AnsweringCode0
Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target TokensCode0
CommVQA: Situating Visual Question Answering in Communicative ContextsCode0
COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSesCode0
Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language ResamplersCode0
PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary SurgeryCode0
Temporal Reasoning via Audio Question AnsweringCode0
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance ViewCode0
Logical Implications for Visual Question Answering ConsistencyCode0
p-Laplacian Adaptation for Generative Pre-trained Vision-Language ModelsCode0
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature DistillationCode0
Locally Smoothed Neural NetworksCode0
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero TrainingCode0
LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic SurgeryCode0
LLaVA-OneVision: Easy Visual Task TransferCode0
VizWiz Grand Challenge: Answering Visual Questions from Blind PeopleCode0
A Unified Hallucination Mitigation Framework for Large Vision-Language ModelsCode0
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question AnsweringCode0
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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