SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 17111720 of 2177 papers

TitleStatusHype
Zero-Shot Visual Question Answering0
Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis0
Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning0
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey0
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving0
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models0
Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability0
NegVQA: Can Vision Language Models Understand Negation?0
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection0
Neural Memory Plasticity for Anomaly Detection0
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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