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Factual Knowledge Evaluation on Wikidata knowledge infusion

64.69Accuracy

PretrainRL

18.233230.294142.35554.4159Feb 2, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.02
64.6980.7970.7411.01
2026.02
58.9279.7259.245.34
2026.02
54.4262.5457.1228.39
2026.02
53.1689.3563.718.33
2026.02
47.5877.155.9811.1
2026.02
46.278.9854.117.16
2026.02
38.5149.4941.751.41
2026.02
37.4279.3245.892.57
2026.02
33.8447.4637.5418.42
2026.02
33.575.1344.711.98
2026.02
31.4578.7841.474.51
2026.02
30.2372.2341.631.69
2026.02
27.7173.7237.776.15
2026.02
27.674.1438.437.54
2026.02
23.9670.4334.815.51
2026.02
23.9670.4334.815.51
2026.02
20.6566.9631.494.44
2026.02
20.0265.9730.124.24