Rules

Reported on 6 benchmarks across 6 tasks

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base2 results

Knowledge GraphsonJerichoWorld
Set accuracy
4.7
best: 39.15 (Worldformer)
Knowledge Graph CompletiononJerichoWorld
Set accuracy
4.7
best: 39.15 (Worldformer)

Natural Language Processing2 results

Text ClassificationonTREC-50
Error
2.8
Inductive knowledge graph completiononJerichoWorld
Set accuracy
4.7
best: 39.15 (Worldformer)

Methodology2 results

ClassificationonTREC-50
Error
2.8
Large Language ModelonJerichoWorld
Set accuracy
4.7
best: 39.15 (Worldformer)