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ResearchFormerly WizWand

Numerical Reasoning on Spotify

63.6Hit Rate @1NumCoKE
-2.54414.62831.848.972Nov 20, 2024
Updated 6mo ago

Evaluation results

MethodLinks
NumCoKEModel Category=Ours2024.1163.669.475.83068
RAKGEModel Category=Self-supervised2024.1150.260.867.43757.3
NRNModel Category=Deterministic2024.1134.244.254.610241.4
R-GCNModel Category=GNNs2024.1128.838.250.48936.4
KGDMModel Category=Euclidean2024.1127.437.448.99934.5
DaBRModel Category=Euclidean2024.1126.636.747.710433.4
LiteralEModel Category=Attributed2024.1126.437.149.87634.5
SliCEModel Category=Self-supervised2024.1126.135.446.911733.2
BiGIModel Category=Self-supervised2024.112635.446.811833.1
TransEModel Category=Euclidean2024.1125.935.546.211533.2
NEKGModel Category=Deterministic2024.1124.632.342.312133.6
LorentzKGModel Category=Hyperbolic2024.1123.931.241.212632
ConvEModel Category=Euclidean2024.1123.130.741.411029.5
TuckERModel Category=Euclidean2024.1121.129.641.19827.8
RuIEModel Category=Euclidean2024.1112.418.828.417318.2
GIEModel Category=Hyperbolic2024.1112.118.328.118517.4
MT-KGNNModel Category=Attributed2024.1110.818.230.214217.6
WGCNModel Category=GNNs2024.119.516.226.133115.3
AttHModel Category=Hyperbolic2024.115.28.214.63488.7
MuRPModel Category=Hyperbolic2024.112.417.932.413511.9
KBLRNModel Category=Attributed2024.111.73.98.63474.4
HAKEModel Category=Euclidean2024.110.88.5121967.5
ConEModel Category=Hyperbolic2024.110.10.66.42272.8
SimGCLModel Category=Self-supervised2024.11025.546.75916.7