SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 10911100 of 2177 papers

TitleStatusHype
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts0
Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA0
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature DistillationCode0
Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and PromptsCode0
Claude 3.5 Sonnet Model Card Addendum0
GPT-4V Explorations: Mining Autonomous Driving0
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs0
MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception0
Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis0
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?0
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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