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Benchmarks
Failure Diagnosis on MMLU
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34
Macro Similarity Type
PROBELLM
13.2
18.6
24
29.4
Feb 13, 2026
Macro Similarity Type
Micro Similarity Type
Error Rate
Average Error Rate
Number of Clusters
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro Similarity Type
Micro Similarity Type
Error Rate
Average Error Rate
Number of Clusters
PROBELLM
Target Model=GPT-4.1,...
2026.02
34
66
31
36
6
PROBELLM
Target Model=GPT-5.2,...
2026.02
32
68
27
29
5
PROBELLM
Target Model=Ministral...
2026.02
27
73
81
74
19
PROBELLM
Target Model=GPT-3.5-t...
2026.02
26
74
76
75
16
PROBELLM
Target Model=Mistral-7...
2026.02
23
77
86
81
16
PROBELLM
Target Model=Mistral-7...
2026.02
19
81
81
78
20
PROBELLM
Target Model=GPT-4o-mi...
2026.02
16
84
71
63
10
PROBELLM
Target Model=Ministral...
2026.02
14
86
59
57
16
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