SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 131140 of 2177 papers

TitleStatusHype
Phantom of Latent for Large Language and Vision ModelsCode2
One missing piece in Vision and Language: A Survey on Comics UnderstandingCode2
EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysisCode2
PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image UnderstandingCode2
A Survey on Benchmarks of Multimodal Large Language ModelsCode2
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AICode2
Towards A Generalizable Pathology Foundation Model via Unified Knowledge DistillationCode2
MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive DiversityCode2
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal PerceptionCode2
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question AnsweringCode2
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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