Self Correction Bench
Collection
Benchmarking LLM capability of external and internal error correction
•
4 items
•
Updated
•
1
Dataset Viewer
id
int64 | type
string | messages_error_injection_in_model
list | messages_error_in_user
list | correct_answer
string |
|---|---|---|---|---|
0 | get_add_one | [
{
"content": "What is the answer of 1 + 1?",
"role": "user"
},
{
"content": "The answer is 3.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 1 + 1? The answer is 3.",
"role": "user"
}
]
| 2 |
1 | get_add_one | [
{
"content": "What is the answer of 2 + 1?",
"role": "user"
},
{
"content": "The answer is 4.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 2 + 1? The answer is 4.",
"role": "user"
}
]
| 3 |
2 | get_add_one | [
{
"content": "What is the answer of 3 + 1?",
"role": "user"
},
{
"content": "The answer is 5.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 3 + 1? The answer is 5.",
"role": "user"
}
]
| 4 |
3 | get_add_one | [
{
"content": "What is the answer of 4 + 1?",
"role": "user"
},
{
"content": "The answer is 6.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 4 + 1? The answer is 6.",
"role": "user"
}
]
| 5 |
4 | get_add_one | [
{
"content": "What is the answer of 5 + 1?",
"role": "user"
},
{
"content": "The answer is 7.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 5 + 1? The answer is 7.",
"role": "user"
}
]
| 6 |
5 | get_add_one | [
{
"content": "What is the answer of 6 + 1?",
"role": "user"
},
{
"content": "The answer is 8.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 6 + 1? The answer is 8.",
"role": "user"
}
]
| 7 |
6 | get_add_one | [
{
"content": "What is the answer of 7 + 1?",
"role": "user"
},
{
"content": "The answer is 9.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 7 + 1? The answer is 9.",
"role": "user"
}
]
| 8 |
7 | get_add_one | [
{
"content": "What is the answer of 8 + 1?",
"role": "user"
},
{
"content": "The answer is 10.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 8 + 1? The answer is 10.",
"role": "user"
}
]
| 9 |
8 | get_add_one | [
{
"content": "What is the answer of 9 + 1?",
"role": "user"
},
{
"content": "The answer is 11.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 9 + 1? The answer is 11.",
"role": "user"
}
]
| 10 |
9 | get_add_one | [
{
"content": "What is the answer of 10 + 1?",
"role": "user"
},
{
"content": "The answer is 12.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 10 + 1? The answer is 12.",
"role": "user"
}
]
| 11 |
10 | get_add_one | [
{
"content": "What is the answer of 11 + 1?",
"role": "user"
},
{
"content": "The answer is 13.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 11 + 1? The answer is 13.",
"role": "user"
}
]
| 12 |
11 | get_add_one | [
{
"content": "What is the answer of 12 + 1?",
"role": "user"
},
{
"content": "The answer is 14.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 12 + 1? The answer is 14.",
"role": "user"
}
]
| 13 |
12 | get_add_one | [
{
"content": "What is the answer of 13 + 1?",
"role": "user"
},
{
"content": "The answer is 15.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 13 + 1? The answer is 15.",
"role": "user"
}
]
| 14 |
13 | get_add_one | [
{
"content": "What is the answer of 14 + 1?",
"role": "user"
},
{
"content": "The answer is 16.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 14 + 1? The answer is 16.",
"role": "user"
}
]
| 15 |
14 | get_add_one | [
{
"content": "What is the answer of 15 + 1?",
"role": "user"
},
{
"content": "The answer is 17.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 15 + 1? The answer is 17.",
"role": "user"
}
]
| 16 |
15 | get_add_one | [
{
"content": "What is the answer of 16 + 1?",
"role": "user"
},
{
"content": "The answer is 18.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 16 + 1? The answer is 18.",
"role": "user"
}
]
| 17 |
16 | get_add_one | [
{
"content": "What is the answer of 17 + 1?",
"role": "user"
},
{
"content": "The answer is 19.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 17 + 1? The answer is 19.",
"role": "user"
}
]
| 18 |
17 | get_add_one | [
{
"content": "What is the answer of 18 + 1?",
"role": "user"
},
{
"content": "The answer is 20.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 18 + 1? The answer is 20.",
"role": "user"
}
]
| 19 |
18 | get_add_one | [
{
"content": "What is the answer of 19 + 1?",
"role": "user"
},
{
"content": "The answer is 21.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 19 + 1? The answer is 21.",
"role": "user"
}
]
| 20 |
19 | get_add_one | [
{
"content": "What is the answer of 20 + 1?",
"role": "user"
},
{
"content": "The answer is 22.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 20 + 1? The answer is 22.",
"role": "user"
}
]
| 21 |
20 | get_sub_one | [
{
"content": "What is the answer of 3 - 1?",
"role": "user"
},
{
"content": "The answer is 1.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 3 - 1? The answer is 1.",
"role": "user"
}
]
| 2 |
21 | get_sub_one | [
{
"content": "What is the answer of 4 - 1?",
"role": "user"
},
{
"content": "The answer is 2.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 4 - 1? The answer is 2.",
"role": "user"
}
]
| 3 |
22 | get_sub_one | [
{
"content": "What is the answer of 5 - 1?",
"role": "user"
},
{
"content": "The answer is 3.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 5 - 1? The answer is 3.",
"role": "user"
}
]
| 4 |
23 | get_sub_one | [
{
"content": "What is the answer of 6 - 1?",
"role": "user"
},
{
"content": "The answer is 4.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 6 - 1? The answer is 4.",
"role": "user"
}
]
| 5 |
24 | get_sub_one | [
{
"content": "What is the answer of 7 - 1?",
"role": "user"
},
{
"content": "The answer is 5.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 7 - 1? The answer is 5.",
"role": "user"
}
]
| 6 |
25 | get_sub_one | [
{
"content": "What is the answer of 8 - 1?",
"role": "user"
},
{
"content": "The answer is 6.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 8 - 1? The answer is 6.",
"role": "user"
}
]
| 7 |
26 | get_sub_one | [
{
"content": "What is the answer of 9 - 1?",
"role": "user"
},
{
"content": "The answer is 7.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 9 - 1? The answer is 7.",
"role": "user"
}
]
| 8 |
27 | get_sub_one | [
{
"content": "What is the answer of 10 - 1?",
"role": "user"
},
{
"content": "The answer is 8.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 10 - 1? The answer is 8.",
"role": "user"
}
]
| 9 |
28 | get_sub_one | [
{
"content": "What is the answer of 11 - 1?",
"role": "user"
},
{
"content": "The answer is 9.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 11 - 1? The answer is 9.",
"role": "user"
}
]
| 10 |
29 | get_sub_one | [
{
"content": "What is the answer of 12 - 1?",
"role": "user"
},
{
"content": "The answer is 10.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 12 - 1? The answer is 10.",
"role": "user"
}
]
| 11 |
30 | get_sub_one | [
{
"content": "What is the answer of 13 - 1?",
"role": "user"
},
{
"content": "The answer is 11.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 13 - 1? The answer is 11.",
"role": "user"
}
]
| 12 |
31 | get_sub_one | [
{
"content": "What is the answer of 14 - 1?",
"role": "user"
},
{
"content": "The answer is 12.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 14 - 1? The answer is 12.",
"role": "user"
}
]
| 13 |
32 | get_sub_one | [
{
"content": "What is the answer of 15 - 1?",
"role": "user"
},
{
"content": "The answer is 13.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 15 - 1? The answer is 13.",
"role": "user"
}
]
| 14 |
33 | get_sub_one | [
{
"content": "What is the answer of 16 - 1?",
"role": "user"
},
{
"content": "The answer is 14.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 16 - 1? The answer is 14.",
"role": "user"
}
]
| 15 |
34 | get_sub_one | [
{
"content": "What is the answer of 17 - 1?",
"role": "user"
},
{
"content": "The answer is 15.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 17 - 1? The answer is 15.",
"role": "user"
}
]
| 16 |
35 | get_sub_one | [
{
"content": "What is the answer of 18 - 1?",
"role": "user"
},
{
"content": "The answer is 16.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 18 - 1? The answer is 16.",
"role": "user"
}
]
| 17 |
36 | get_sub_one | [
{
"content": "What is the answer of 19 - 1?",
"role": "user"
},
{
"content": "The answer is 17.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 19 - 1? The answer is 17.",
"role": "user"
}
]
| 18 |
37 | get_sub_one | [
{
"content": "What is the answer of 20 - 1?",
"role": "user"
},
{
"content": "The answer is 18.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 20 - 1? The answer is 18.",
"role": "user"
}
]
| 19 |
38 | get_sub_one | [
{
"content": "What is the answer of 21 - 1?",
"role": "user"
},
{
"content": "The answer is 19.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 21 - 1? The answer is 19.",
"role": "user"
}
]
| 20 |
39 | get_sub_one | [
{
"content": "What is the answer of 22 - 1?",
"role": "user"
},
{
"content": "The answer is 20.",
"role": "assistant"
}
]
| [
{
"content": "What is the answer of 22 - 1? The answer is 20.",
"role": "user"
}
]
| 21 |
40 | get_next_character | [
{
"content": "What letter comes after A?",
"role": "user"
},
{
"content": "The answer is C.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after A? The answer is C.",
"role": "user"
}
]
| B |
41 | get_next_character | [
{
"content": "What letter comes after B?",
"role": "user"
},
{
"content": "The answer is D.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after B? The answer is D.",
"role": "user"
}
]
| C |
42 | get_next_character | [
{
"content": "What letter comes after C?",
"role": "user"
},
{
"content": "The answer is E.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after C? The answer is E.",
"role": "user"
}
]
| D |
43 | get_next_character | [
{
"content": "What letter comes after D?",
"role": "user"
},
{
"content": "The answer is F.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after D? The answer is F.",
"role": "user"
}
]
| E |
44 | get_next_character | [
{
"content": "What letter comes after E?",
"role": "user"
},
{
"content": "The answer is G.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after E? The answer is G.",
"role": "user"
}
]
| F |
45 | get_next_character | [
{
"content": "What letter comes after F?",
"role": "user"
},
{
"content": "The answer is H.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after F? The answer is H.",
"role": "user"
}
]
| G |
46 | get_next_character | [
{
"content": "What letter comes after G?",
"role": "user"
},
{
"content": "The answer is I.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after G? The answer is I.",
"role": "user"
}
]
| H |
47 | get_next_character | [
{
"content": "What letter comes after H?",
"role": "user"
},
{
"content": "The answer is J.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after H? The answer is J.",
"role": "user"
}
]
| I |
48 | get_next_character | [
{
"content": "What letter comes after I?",
"role": "user"
},
{
"content": "The answer is K.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after I? The answer is K.",
"role": "user"
}
]
| J |
49 | get_next_character | [
{
"content": "What letter comes after J?",
"role": "user"
},
{
"content": "The answer is L.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after J? The answer is L.",
"role": "user"
}
]
| K |
50 | get_next_character | [
{
"content": "What letter comes after K?",
"role": "user"
},
{
"content": "The answer is M.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after K? The answer is M.",
"role": "user"
}
]
| L |
51 | get_next_character | [
{
"content": "What letter comes after L?",
"role": "user"
},
{
"content": "The answer is N.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after L? The answer is N.",
"role": "user"
}
]
| M |
52 | get_next_character | [
{
"content": "What letter comes after M?",
"role": "user"
},
{
"content": "The answer is O.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after M? The answer is O.",
"role": "user"
}
]
| N |
53 | get_next_character | [
{
"content": "What letter comes after N?",
"role": "user"
},
{
"content": "The answer is P.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after N? The answer is P.",
"role": "user"
}
]
| O |
54 | get_next_character | [
{
"content": "What letter comes after O?",
"role": "user"
},
{
"content": "The answer is Q.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after O? The answer is Q.",
"role": "user"
}
]
| P |
55 | get_next_character | [
{
"content": "What letter comes after P?",
"role": "user"
},
{
"content": "The answer is R.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after P? The answer is R.",
"role": "user"
}
]
| Q |
56 | get_next_character | [
{
"content": "What letter comes after Q?",
"role": "user"
},
{
"content": "The answer is S.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after Q? The answer is S.",
"role": "user"
}
]
| R |
57 | get_next_character | [
{
"content": "What letter comes after R?",
"role": "user"
},
{
"content": "The answer is T.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after R? The answer is T.",
"role": "user"
}
]
| S |
58 | get_next_character | [
{
"content": "What letter comes after S?",
"role": "user"
},
{
"content": "The answer is U.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after S? The answer is U.",
"role": "user"
}
]
| T |
59 | get_next_character | [
{
"content": "What letter comes after T?",
"role": "user"
},
{
"content": "The answer is V.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after T? The answer is V.",
"role": "user"
}
]
| U |
60 | get_next_character | [
{
"content": "What letter comes after U?",
"role": "user"
},
{
"content": "The answer is W.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after U? The answer is W.",
"role": "user"
}
]
| V |
61 | get_next_character | [
{
"content": "What letter comes after V?",
"role": "user"
},
{
"content": "The answer is X.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after V? The answer is X.",
"role": "user"
}
]
| W |
62 | get_next_character | [
{
"content": "What letter comes after W?",
"role": "user"
},
{
"content": "The answer is Y.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after W? The answer is Y.",
"role": "user"
}
]
| X |
63 | get_next_character | [
{
"content": "What letter comes after X?",
"role": "user"
},
{
"content": "The answer is Z.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after X? The answer is Z.",
"role": "user"
}
]
| Y |
64 | get_next_character | [
{
"content": "What letter comes after Y?",
"role": "user"
},
{
"content": "The answer is A.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after Y? The answer is A.",
"role": "user"
}
]
| Z |
65 | get_next_character | [
{
"content": "What letter comes after Z?",
"role": "user"
},
{
"content": "The answer is B.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after Z? The answer is B.",
"role": "user"
}
]
| A |
66 | get_next_character | [
{
"content": "What letter comes after a?",
"role": "user"
},
{
"content": "The answer is c.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after a? The answer is c.",
"role": "user"
}
]
| b |
67 | get_next_character | [
{
"content": "What letter comes after b?",
"role": "user"
},
{
"content": "The answer is d.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after b? The answer is d.",
"role": "user"
}
]
| c |
68 | get_next_character | [
{
"content": "What letter comes after c?",
"role": "user"
},
{
"content": "The answer is e.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after c? The answer is e.",
"role": "user"
}
]
| d |
69 | get_next_character | [
{
"content": "What letter comes after d?",
"role": "user"
},
{
"content": "The answer is f.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after d? The answer is f.",
"role": "user"
}
]
| e |
70 | get_next_character | [
{
"content": "What letter comes after e?",
"role": "user"
},
{
"content": "The answer is g.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after e? The answer is g.",
"role": "user"
}
]
| f |
71 | get_next_character | [
{
"content": "What letter comes after f?",
"role": "user"
},
{
"content": "The answer is h.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after f? The answer is h.",
"role": "user"
}
]
| g |
72 | get_next_character | [
{
"content": "What letter comes after g?",
"role": "user"
},
{
"content": "The answer is i.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after g? The answer is i.",
"role": "user"
}
]
| h |
73 | get_next_character | [
{
"content": "What letter comes after h?",
"role": "user"
},
{
"content": "The answer is j.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after h? The answer is j.",
"role": "user"
}
]
| i |
74 | get_next_character | [
{
"content": "What letter comes after i?",
"role": "user"
},
{
"content": "The answer is k.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after i? The answer is k.",
"role": "user"
}
]
| j |
75 | get_next_character | [
{
"content": "What letter comes after j?",
"role": "user"
},
{
"content": "The answer is l.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after j? The answer is l.",
"role": "user"
}
]
| k |
76 | get_next_character | [
{
"content": "What letter comes after k?",
"role": "user"
},
{
"content": "The answer is m.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after k? The answer is m.",
"role": "user"
}
]
| l |
77 | get_next_character | [
{
"content": "What letter comes after l?",
"role": "user"
},
{
"content": "The answer is n.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after l? The answer is n.",
"role": "user"
}
]
| m |
78 | get_next_character | [
{
"content": "What letter comes after m?",
"role": "user"
},
{
"content": "The answer is o.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after m? The answer is o.",
"role": "user"
}
]
| n |
79 | get_next_character | [
{
"content": "What letter comes after n?",
"role": "user"
},
{
"content": "The answer is p.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after n? The answer is p.",
"role": "user"
}
]
| o |
80 | get_next_character | [
{
"content": "What letter comes after o?",
"role": "user"
},
{
"content": "The answer is q.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after o? The answer is q.",
"role": "user"
}
]
| p |
81 | get_next_character | [
{
"content": "What letter comes after p?",
"role": "user"
},
{
"content": "The answer is r.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after p? The answer is r.",
"role": "user"
}
]
| q |
82 | get_next_character | [
{
"content": "What letter comes after q?",
"role": "user"
},
{
"content": "The answer is s.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after q? The answer is s.",
"role": "user"
}
]
| r |
83 | get_next_character | [
{
"content": "What letter comes after r?",
"role": "user"
},
{
"content": "The answer is t.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after r? The answer is t.",
"role": "user"
}
]
| s |
84 | get_next_character | [
{
"content": "What letter comes after s?",
"role": "user"
},
{
"content": "The answer is u.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after s? The answer is u.",
"role": "user"
}
]
| t |
85 | get_next_character | [
{
"content": "What letter comes after t?",
"role": "user"
},
{
"content": "The answer is v.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after t? The answer is v.",
"role": "user"
}
]
| u |
86 | get_next_character | [
{
"content": "What letter comes after u?",
"role": "user"
},
{
"content": "The answer is w.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after u? The answer is w.",
"role": "user"
}
]
| v |
87 | get_next_character | [
{
"content": "What letter comes after v?",
"role": "user"
},
{
"content": "The answer is x.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after v? The answer is x.",
"role": "user"
}
]
| w |
88 | get_next_character | [
{
"content": "What letter comes after w?",
"role": "user"
},
{
"content": "The answer is y.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after w? The answer is y.",
"role": "user"
}
]
| x |
89 | get_next_character | [
{
"content": "What letter comes after x?",
"role": "user"
},
{
"content": "The answer is z.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after x? The answer is z.",
"role": "user"
}
]
| y |
90 | get_next_character | [
{
"content": "What letter comes after y?",
"role": "user"
},
{
"content": "The answer is a.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after y? The answer is a.",
"role": "user"
}
]
| z |
91 | get_next_character | [
{
"content": "What letter comes after z?",
"role": "user"
},
{
"content": "The answer is b.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes after z? The answer is b.",
"role": "user"
}
]
| a |
92 | get_previous_character | [
{
"content": "What letter comes before A?",
"role": "user"
},
{
"content": "The answer is Y.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before A? The answer is Y.",
"role": "user"
}
]
| Z |
93 | get_previous_character | [
{
"content": "What letter comes before B?",
"role": "user"
},
{
"content": "The answer is Z.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before B? The answer is Z.",
"role": "user"
}
]
| A |
94 | get_previous_character | [
{
"content": "What letter comes before C?",
"role": "user"
},
{
"content": "The answer is A.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before C? The answer is A.",
"role": "user"
}
]
| B |
95 | get_previous_character | [
{
"content": "What letter comes before D?",
"role": "user"
},
{
"content": "The answer is B.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before D? The answer is B.",
"role": "user"
}
]
| C |
96 | get_previous_character | [
{
"content": "What letter comes before E?",
"role": "user"
},
{
"content": "The answer is C.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before E? The answer is C.",
"role": "user"
}
]
| D |
97 | get_previous_character | [
{
"content": "What letter comes before F?",
"role": "user"
},
{
"content": "The answer is D.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before F? The answer is D.",
"role": "user"
}
]
| E |
98 | get_previous_character | [
{
"content": "What letter comes before G?",
"role": "user"
},
{
"content": "The answer is E.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before G? The answer is E.",
"role": "user"
}
]
| F |
99 | get_previous_character | [
{
"content": "What letter comes before H?",
"role": "user"
},
{
"content": "The answer is F.",
"role": "assistant"
}
]
| [
{
"content": "What letter comes before H? The answer is F.",
"role": "user"
}
]
| G |
End of preview. Expand
in Data Studio
This repository contains the dataset for Self-Correction Bench: Revealing and Addressing the Self-Correction Blind Spot in LLMs.
The Self-Correction Bench is a systematic framework designed to measure the "Self-Correction Blind Spot" in Large Language Models (LLMs). This phenomenon refers to LLMs failing to correct identical errors in their own outputs, despite being able to identify such errors in user inputs. The dataset facilitates the study of this limitation through controlled error injection at three complexity levels, offering insights into avenues for improving LLM reliability and trustworthiness.
Dataset Structure
The dataset includes the following fields:
id: Unique identifier for each sample.type: Category of the error injection (e.g., controlled scenarios of different complexity).messages_error_injection_in_model: A list of messages (content and role) representing a conversation where an error is deliberately injected into the model's generated output.messages_error_in_user: A list of messages (content and role) presenting an identical error in the user's input, used for comparison.correct_answer: The expected correct response to the given scenario, serving as a ground truth for evaluation.
Sample Usage
To load and inspect the dataset, you can use the datasets library:
from datasets import load_dataset
# Load the 'test' split of the dataset
dataset = load_dataset("self-correction-bench", split="test")
# Accessing a sample
sample = dataset[0]
print(f"ID: {sample['id']}")
print(f"Type: {sample['type']}")
print(f"Messages with model error injection: {sample['messages_error_injection_in_model']}")
print(f"Messages with user error: {sample['messages_error_in_user']}")
print(f"Correct Answer: {sample['correct_answer']}")
# Researchers can use these samples to prompt an LLM and compare its generated
# output against the 'correct_answer' to evaluate its self-correction capabilities.
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