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Knowledge research benchmarks – Page 3 · SOTA2 Research

Knowledge

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.787Score

3

Feb 26, 2026

92.28Score

2

May 26, 2026

68.02Score

2

May 26, 2026

79.39Score

2

May 26, 2026

TruthfulQA 6-shot

Llama-3.1-8B-TFree-HAT-SFT

0.346Normalized Probability Mass

2

Mar 18, 2026

TriviaQA 5-shot

Llama-3.1-8B-TFree-HAT-SFT

58.5Compression Accuracy

2

Mar 18, 2026

OpenBookQA 10-shot

Llama-3.1-8B-TFree-HAT-SFT

0.696Normalized Log Accuracy

2

Mar 18, 2026

Llama-3.1-8B-TFree-HAT-SFT

49.3Normalized Log Accuracy

2

Mar 18, 2026

Llama-3.1-8B-TFree-HAT-SFT

29.4Log Accuracy (0-shot)

2

Mar 18, 2026

Full Text MMLU 5-shot

Llama-3.1-8B-TFree-HAT-SFT

65.2Normalized Log Accuracy

2

Mar 18, 2026

67.06Score

2

Feb 26, 2026

42.18Knowledge Score

2

Feb 26, 2026

41.41Score

2

Feb 26, 2026

Page 3 of 3

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MMLU GPQA KMMLU TruthfulQA TriviaQA

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