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Knowledge Reasoning on MMLU 57 subjects (test)
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74.3
Accuracy
UTS-guided system
72.4176
72.9063
73.395
73.8837
Feb 6, 2026
Accuracy
Steerability
UTS
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
Steerability
UTS
UTS-guided system
T (Temperature)=1.0
2026.02
74.3
0.02
1.592
UTS-guided system
T (Temperature)=0.5
2026.02
73.73
0.01
1.564
UTS-guided system
T (Temperature)=1.5
2026.02
72.92
0.07
1.63
UTS-guided system
T (Temperature)=2.0
2026.02
72.82
0.17
1.628
UTS-guided system
T (Temperature)=2.5
2026.02
72.52
0.15
1.628
UTS-guided system
T (Temperature)=3.0
2026.02
72.49
0.4
1.623
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