SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 15011525 of 2177 papers

TitleStatusHype
Visual question answering based evaluation metrics for text-to-image generation0
COIN: Counterfactual Image Generation for VQA Interpretation0
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering0
COCO is "ALL'' You Need for Visual Instruction Fine-tuning0
CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update0
Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning0
Ranked from Within: Ranking Large Multimodal Models for Visual Question Answering Without Labels0
Visual Question Answering based on Formal Logic0
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing0
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation0
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps0
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering0
Realizing Visual Question Answering for Education: GPT-4V as a Multimodal AI0
CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering0
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks0
Reasoning Over History: Context Aware Visual Dialog0
Recent, rapid advancement in visual question answering architecture: a review0
Reciprocal Attention Fusion for Visual Question Answering0
Zero-Shot Visual Question Answering0
Recurrent and Contextual Models for Visual Question Answering0
Visual Question Answering for Cultural Heritage0
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering0
WoLF: Wide-scope Large Language Model Framework for CXR Understanding0
Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts0
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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