Autoregressive Entity Retrieval

Benchmark Model Rank Results
entity-disambiguation-on-ace2004GENRE#5Micro-F1: 90.1
entity-disambiguation-on-aida-conllGENRE#7In-KB Accuracy: 93.3
entity-disambiguation-on-aquaintGENRE#4Micro-F1: 89.9
entity-disambiguation-on-msnbcGENRE#4Micro-F1: 94.3
entity-disambiguation-on-wned-cwebGENRE#5Micro-F1: 77.3
entity-disambiguation-on-wned-wikiGENRE#4Micro-F1: 87.4
entity-linking-on-aida-conllDe Cao et al. (2021a)#8Micro-F1 strong: 83.7
entity-linking-on-derczynski-1De Cao et al. (2021a)#3Micro-F1: 54.1
entity-linking-on-kilt-aida-yago2GENRE#1KILT-AC: 89.85R-Prec: 89.85Recall@5: 94.76Accuracy: 89.85
entity-linking-on-kilt-wned-cwebGENRE#1KILT-AC: 71.22R-Prec: 71.22Recall@5: 79.22Accuracy: 71.22
entity-linking-on-kilt-wned-wikiGENRE#1KILT-AC: 87.44R-Prec: 87.44Recall@5: 94.91Accuracy: 87.44
entity-linking-on-msnbc-1De Cao et al. (2021a)#3Micro-F1: 73.7