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SotA/Natural Language Processing/Long-Context Understanding/MMNeedle

Long-Context Understanding on MMNeedle

Metric: 10 Images, 2*2 Stitching, Exact Accuracy (higher is better)

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#Model↕10 Images, 2*2 Stitching, Exact Accuracy▼Extra DataPaperDate↕Code
1GPT-4o81.8NoGPT-4 Technical Report2023-03-15Code
2Gemini Pro 1.545.21NoGemini 1.5: Unlocking multimodal understanding a...2024-03-08Code
3GPT-4V34.24NoGPT-4 Technical Report2023-03-15Code
4Gemini Pro 1.04.82NoGemini: A Family of Highly Capable Multimodal Mo...2023-12-19Code
5Claude 3 Opus4.6No---
6mPLUG-Owl-v20.1NomPLUG-Owl2: Revolutionizing Multi-modal Large La...2023-11-07Code
7LLaVA-Llama-30No--Code
8IDEFICS2-8B0No---
9InstructBLIP-Flan-T5-XXL0No--Code
10CogVLM2-Llama-30No--Code
11CogVLM-17B0No--Code
12InstructBLIP-Vicuna-13B0No--Code