SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 11611170 of 2177 papers

TitleStatusHype
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought0
NuScenes-QA: A Multi-modal Visual Question Answering Benchmark for Autonomous Driving ScenarioCode2
GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions0
Measuring Faithful and Plausible Visual Grounding in VQACode0
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language ModelsCode1
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering0
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language ModelsCode1
Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach0
MemeCap: A Dataset for Captioning and Interpreting MemesCode1
i-Code Studio: A Configurable and Composable Framework for Integrative AI0
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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