Multiple Choice Question Answering on MMLU (Hendrycks Tasks) Part 2
30.7High School Microeconomics AccuracyGPT-3 DaVinci
Evaluation results
| Method | Links | |||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-3 DaVinciModel Family=GPT-3, Engine=DaVinci, Setting=Zero-shot2022.04 | 30.7 | 21.9 | 35.2 | 27.8 | 36.8 | 32.1 | 32.7 | 48.1 | 33.1 | 37 | 25.2 | 23.2 | 45.6 | 49.1 | 43 | 45 | 30.1 | 24.9 | 35.3 | 36.7 | 32.4 | 28.7 | 26.1 | 32.4 | 33.5 | 36.4 | 39.2 | 36.8 | 50 | 38.6 | 39.8 | |
| GPT-NeoXParameters=20B, Setting=Zero-shot2022.04 | 29.4 | 29.8 | 28.3 | 31.9 | 30.9 | 29.5 | 22.4 | 40.5 | 29.8 | 25 | 22.7 | 26.8 | 28.2 | 32.1 | 34 | 29.9 | 28.9 | 23.2 | 37.9 | 29.3 | 27.2 | 23.4 | 26.7 | 28.7 | 27.5 | 34.5 | 37.6 | 28.4 | 36 | 36.1 | 38.6 | |
| GPT-JParameters=6B, Setting=Zero-shot2022.04 | 27.7 | 27.2 | 27.3 | 29.2 | 28.9 | 28.3 | 26.5 | 39.7 | 26.4 | 27.8 | 29.4 | 22.3 | 23.3 | 30.3 | 31 | 27.5 | 28.3 | 23.7 | 34.6 | 26 | 24.4 | 26.2 | 24.1 | 27.6 | 28.4 | 28.2 | 36.3 | 27.9 | 34 | 35.5 | 33.3 | |
| GPT-3 BabbageModel Family=GPT-3, Engine=Babbage, Setting=Zero-shot2022.04 | 26.5 | 29.8 | 21.7 | 27.8 | 26 | 26.2 | 33.6 | 42.7 | 20.7 | 27.8 | 22.1 | 28.6 | 21.4 | 28.2 | 30 | 26.9 | 26.3 | 27.3 | 28.1 | 26.7 | 26.9 | 25.5 | 25.6 | 23.9 | 22.5 | 32.7 | 34.7 | 30.3 | 33 | 31.9 | 31 | |
| GPT-3 CurieModel Family=GPT-3, Engine=Curie, Setting=Zero-shot2022.04 | 23.9 | 19.9 | 24.6 | 25.5 | 24 | 27 | 29.6 | 39.7 | 20.7 | 25.9 | 24.5 | 29.5 | 32 | 30.8 | 33 | 28.4 | 27.7 | 23.8 | 29.1 | 24.4 | 28.4 | 23.8 | 25.9 | 26.5 | 25.7 | 36.4 | 38.4 | 27.4 | 38 | 33.7 | 37.4 | |
| GPT-3 AdaModel Family=GPT-3, Engine=Ada, Setting=Zero-shot2022.04 | 23.5 | 19.9 | 20.9 | 24.1 | 25.5 | 27.8 | 36.8 | 37.4 | 18.2 | 28.7 | 23.9 | 24.1 | 18.4 | 30.8 | 26 | 25.7 | 26.3 | 23.8 | 30.1 | 21.5 | 24.4 | 20.2 | 26.1 | 22.1 | 24.5 | 25.5 | 36.7 | 32.8 | 33 | 30.7 | 31.6 |