SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 2130 of 2177 papers

TitleStatusHype
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making0
A Fast, Reliable, and Secure Programming Language for LLM Agents with Code Actions0
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space0
HalLoc: Token-level Localization of Hallucinations for Vision Language ModelsCode0
SlotPi: Physics-informed Object-centric Reasoning ModelsCode0
Outside Knowledge Conversational Video (OKCV) Dataset -- Dialoguing over VideosCode0
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning0
Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal EndoscopyCode0
An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models0
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model EvaluationCode2
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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