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Showing 11–20 of 2177 papers

TitleStatusHype
DeepSeek-VL: Towards Real-World Vision-Language UnderstandingCode7
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learningCode7
MoE-LLaVA: Mixture of Experts for Large Vision-Language ModelsCode7
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative PretrainingCode7
Mini-Gemini: Mining the Potential of Multi-modality Vision Language ModelsCode7
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language ModelsCode7
Chameleon: Mixed-Modal Early-Fusion Foundation ModelsCode7
LLaVA-CoT: Let Vision Language Models Reason Step-by-StepCode7
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language ModelsCode7
An Empirical Study of Scaling Instruct-Tuned Large Multimodal ModelsCode6
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified