NER4EL

Reported on 6 benchmarks across 1 task

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

Natural Language Processing6 results

Entity DisambiguationonMSNBC
Micro-F1
89.2
best: 96.3 (confidence-order)
Entity DisambiguationonWNED-WIKI
Micro-F1
64
best: 90.4 (KBED)
Entity DisambiguationonAIDA-CoNLL
In-KB Accuracy
92.5
best: 95 (confidence-order)
Entity DisambiguationonACE2004
Micro-F1
91.3
best: 93.4 (KBED)
Entity DisambiguationonAQUAINT
Micro-F1
69.5
best: 93.5 (confidence-order)
Entity DisambiguationonWNED-CWEB
Micro-F1
68.5
best: 79.4 (ReFinED)