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Visual Question Answering

MLLM Leaderboard

Papers

Showing 161170 of 2177 papers

TitleStatusHype
Imp: Highly Capable Large Multimodal Models for Mobile DevicesCode2
MTVQA: Benchmarking Multilingual Text-Centric Visual Question AnsweringCode2
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language ModelCode2
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-ExpertsCode2
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMsCode2
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist CollaborationCode2
Self-Supervised Visual Preference AlignmentCode2
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image AnalysisCode2
Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language ModelsCode2
Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous DrivingCode2
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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