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Visual Question Answering

MLLM Leaderboard

Papers

Showing 15311540 of 2177 papers

TitleStatusHype
TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems0
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving0
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices0
TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering0
TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs0
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering0
Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models0
Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering0
Towards Automated Error Analysis: Learning to Characterize Errors0
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing0
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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