Worldformer

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

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· 2021-06-17
39.15
SOTA
Learning Knowledge Graph-based World Models of Textual Environments arXiv:2106.09608
Knowledge Graph CompletiononJerichoWorld
Set accuracy· 2021-06-17
39.15
SOTA
Learning Knowledge Graph-based World Models of Textual Environments arXiv:2106.09608

Natural Language Processing2 results

Action ParsingonJerichoWorld
Set accuracy· 2021-06-17
23.22
SOTA
Learning Knowledge Graph-based World Models of Textual Environments arXiv:2106.09608
Inductive knowledge graph completiononJerichoWorld
Set accuracy· 2021-06-17
39.15
SOTA
Learning Knowledge Graph-based World Models of Textual Environments arXiv:2106.09608

Methodology1 result

Large Language ModelonJerichoWorld
Set accuracy· 2021-06-17
39.15
SOTA
Learning Knowledge Graph-based World Models of Textual Environments arXiv:2106.09608