File size: 5,758 Bytes
53a2780
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
|                 Tasks                 |Version|Filter|n-shot|Metric|Value |   |Stderr|
|---------------------------------------|-------|------|-----:|------|-----:|---|-----:|
|mmlu                                   |N/A    |none  |     0|acc   |0.3847|±  |0.0040|
| - humanities                          |N/A    |none  |     0|acc   |0.3598|±  |0.0069|
|  - formal_logic                       |      0|none  |     0|acc   |0.3333|±  |0.0422|
|  - high_school_european_history       |      0|none  |     0|acc   |0.4424|±  |0.0388|
|  - high_school_us_history             |      0|none  |     0|acc   |0.4706|±  |0.0350|
|  - high_school_world_history          |      0|none  |     0|acc   |0.4684|±  |0.0325|
|  - international_law                  |      0|none  |     0|acc   |0.4793|±  |0.0456|
|  - jurisprudence                      |      0|none  |     0|acc   |0.4815|±  |0.0483|
|  - logical_fallacies                  |      0|none  |     0|acc   |0.3988|±  |0.0385|
|  - moral_disputes                     |      0|none  |     0|acc   |0.4335|±  |0.0267|
|  - moral_scenarios                    |      0|none  |     0|acc   |0.2559|±  |0.0146|
|  - philosophy                         |      0|none  |     0|acc   |0.4727|±  |0.0284|
|  - prehistory                         |      0|none  |     0|acc   |0.4321|±  |0.0276|
|  - professional_law                   |      0|none  |     0|acc   |0.2920|±  |0.0116|
|  - world_religions                    |      0|none  |     0|acc   |0.4795|±  |0.0383|
| - other                               |N/A    |none  |     0|acc   |0.4220|±  |0.0087|
|  - business_ethics                    |      0|none  |     0|acc   |0.4600|±  |0.0501|
|  - clinical_knowledge                 |      0|none  |     0|acc   |0.4038|±  |0.0302|
|  - college_medicine                   |      0|none  |     0|acc   |0.3237|±  |0.0357|
|  - global_facts                       |      0|none  |     0|acc   |0.2500|±  |0.0435|
|  - human_aging                        |      0|none  |     0|acc   |0.4305|±  |0.0332|
|  - management                         |      0|none  |     0|acc   |0.4466|±  |0.0492|
|  - marketing                          |      0|none  |     0|acc   |0.5556|±  |0.0326|
|  - medical_genetics                   |      0|none  |     0|acc   |0.4700|±  |0.0502|
|  - miscellaneous                      |      0|none  |     0|acc   |0.4904|±  |0.0179|
|  - nutrition                          |      0|none  |     0|acc   |0.4902|±  |0.0286|
|  - professional_accounting            |      0|none  |     0|acc   |0.2730|±  |0.0266|
|  - professional_medicine              |      0|none  |     0|acc   |0.3015|±  |0.0279|
|  - virology                           |      0|none  |     0|acc   |0.3916|±  |0.0380|
| - social_sciences                     |N/A    |none  |     0|acc   |0.4361|±  |0.0088|
|  - econometrics                       |      0|none  |     0|acc   |0.2368|±  |0.0400|
|  - high_school_geography              |      0|none  |     0|acc   |0.5101|±  |0.0356|
|  - high_school_government_and_politics|      0|none  |     0|acc   |0.5648|±  |0.0358|
|  - high_school_macroeconomics         |      0|none  |     0|acc   |0.3359|±  |0.0239|
|  - high_school_microeconomics         |      0|none  |     0|acc   |0.3739|±  |0.0314|
|  - high_school_psychology             |      0|none  |     0|acc   |0.4991|±  |0.0214|
|  - human_sexuality                    |      0|none  |     0|acc   |0.4275|±  |0.0434|
|  - professional_psychology            |      0|none  |     0|acc   |0.3922|±  |0.0198|
|  - public_relations                   |      0|none  |     0|acc   |0.4000|±  |0.0469|
|  - security_studies                   |      0|none  |     0|acc   |0.4245|±  |0.0316|
|  - sociology                          |      0|none  |     0|acc   |0.5672|±  |0.0350|
|  - us_foreign_policy                  |      0|none  |     0|acc   |0.5500|±  |0.0500|
| - stem                                |N/A    |none  |     0|acc   |0.3349|±  |0.0083|
|  - abstract_algebra                   |      0|none  |     0|acc   |0.3300|±  |0.0473|
|  - anatomy                            |      0|none  |     0|acc   |0.4667|±  |0.0431|
|  - astronomy                          |      0|none  |     0|acc   |0.3947|±  |0.0398|
|  - college_biology                    |      0|none  |     0|acc   |0.4375|±  |0.0415|
|  - college_chemistry                  |      0|none  |     0|acc   |0.3200|±  |0.0469|
|  - college_computer_science           |      0|none  |     0|acc   |0.3100|±  |0.0465|
|  - college_mathematics                |      0|none  |     0|acc   |0.2400|±  |0.0429|
|  - college_physics                    |      0|none  |     0|acc   |0.3725|±  |0.0481|
|  - computer_security                  |      0|none  |     0|acc   |0.5000|±  |0.0503|
|  - conceptual_physics                 |      0|none  |     0|acc   |0.3532|±  |0.0312|
|  - electrical_engineering             |      0|none  |     0|acc   |0.3655|±  |0.0401|
|  - elementary_mathematics             |      0|none  |     0|acc   |0.2540|±  |0.0224|
|  - high_school_biology                |      0|none  |     0|acc   |0.4323|±  |0.0282|
|  - high_school_chemistry              |      0|none  |     0|acc   |0.3005|±  |0.0323|
|  - high_school_computer_science       |      0|none  |     0|acc   |0.3200|±  |0.0469|
|  - high_school_mathematics            |      0|none  |     0|acc   |0.2630|±  |0.0268|
|  - high_school_physics                |      0|none  |     0|acc   |0.3046|±  |0.0376|
|  - high_school_statistics             |      0|none  |     0|acc   |0.2546|±  |0.0297|
|  - machine_learning                   |      0|none  |     0|acc   |0.2768|±  |0.0425|