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Language Model Evaluation on MMLU, GSM8K, and BBH
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62.07
MMLU Accuracy
Grad Sim
59.7612
60.3606
60.96
61.5594
Feb 6, 2025
MMLU Accuracy
GSM8K Accuracy
BBH Accuracy
Average Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
MMLU Accuracy
GSM8K Accuracy
BBH Accuracy
Average Accuracy
Grad Sim
training seed=1337, pi...
2025.02
62.07
56.71
64.44
61.07
BipCov
embedding backend=BGE...
2025.02
61.81
61.71
67.14
63.56
RepSim
training seed=1337, pi...
2025.02
61.42
58.45
66.2
62.03
LESS
training seed=1337, pi...
2025.02
61.1
57.77
64.68
61.18
RDS+
training seed=1337, pi...
2025.02
60.63
61.41
66.23
62.75
Random Avg
training seed=1337, pi...
2025.02
60.39
59.64
66.4
62.14
BM25
training seed=1337, pi...
2025.02
59.85
58.98
62.63
60.49
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