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ResearchFormerly WizWand

Knowledge Graph Question Answering on WebQSP (Accuracy and Token Usage Reporting)

84.73Hits@1 AccuracyReknoS
14.571632.78585169.2142Sep 30, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ReknoSBase Model=Qwen 3-235B, Modules=32025.0984.732,795.53592.38
KG-R1Base Model=Qwen2.5-3B, Modules=12025.0982.753,237.17308.67
RoGBase Model=Qwen 3-235B, Modules=22025.0981.68960.58254.31
RoGBase Model=Qwen 2.5-72B, Modules=22025.0981.63812.32244.53
RoGBase Model=Qwen 2.5-7B, Modules=22025.0979.89814.61246.95
PoGBase Model=Qwen 3-235B, Modules=52025.0979.136,818.26418.26
ToGBase Model=Qwen 3-235B, Modules=42025.0975.676,831.66996.12
ReknoSBase Model=Qwen 2.5-72B, Modules=32025.0975.232,472.9488.44
ToGBase Model=Qwen 2.5-72B, Modules=42025.0974.476,810.27942.91
PoGBase Model=Qwen 2.5-72B, Modules=52025.0972.884,759.1316.25
ToGBase Model=Qwen 2.5-7B, Modules=42025.09656,455.04941.52
PoGBase Model=Qwen 2.5-7B, Modules=52025.0964.814,474.3241.14
ReknoSBase Model=Qwen 2.5-7B, Modules=32025.0961.222,822.34558.43
SCBase Model=Qwen 3-235B, Modules=12025.0927.62,200.2677.79
CoTBase Model=Qwen 3-235B, Modules=12025.0926.94274.6684.36
IOBase Model=Qwen 2.5-72B, Modules=12025.0924.66153.511.2
IOBase Model=Qwen 3-235B, Modules=12025.0924.01136.0514.75
SCBase Model=Qwen 2.5-72B, Modules=12025.0922.622,177.75487.34
CoTBase Model=Qwen 2.5-72B, Modules=12025.0921.84271.4660.16
IOBase Model=Qwen 2.5-7B, Modules=12025.0921.37151.599.29
SCBase Model=Qwen 2.5-7B, Modules=12025.0919.262,098.01407.6
CoTBase Model=Qwen 2.5-7B, Modules=12025.0917.27260.4349.13