Gemini: A Family of Highly Capable Multimodal Models (technical report, arXiv 2312.11805v1) 6 Dec 2023
- MMLU, CoT@32 (5-shot = 83.7%) 90
- GSM8K, Maj1@32 94.4
- MATH, 4-shot 53.2
- BIG-Bench-Hard, 3-shot 83.6
- HumanEval, 0-shot (IT) 74.4
- Natural2Code, 0-shot 74.9
- DROP, Variable shots (F1) 82.4
- HellaSwag (validation set), 10-shot 87.8
- WMT23, 1-shot (IT) (BLEURT) 74.4
- MMMU (val), Maj1@32 (pass@1 = 59.4%) 62.4
- TextVQA (val) 82.3
- DocVQA (test) 90.9
- ChartQA (test) 80.8
- InfographicVQA (test) 80.3
- MathVista (testmini) 53
- AI2D (test) 79.5
- VQAv2 (test-dev) 77.8