Named Entity Recognition On Ace 2005
Metriken
F1
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | F1 |
|---|---|
| diffusionner-boundary-diffusion-for-named | 86.93 |
| a-unified-mrc-framework-for-named-entity | 86.88 |
| parallel-instance-query-network-for-named | 87.42 |
| merge-and-label-a-novel-neural-network | 82.4 |
| promptner-prompt-locating-and-typing-for | 88.26 |
| locate-and-label-a-two-stage-identifier-for | 86.67 |
| a-neural-layered-model-for-nested-named | 72.2 |
| a-frustratingly-easy-approach-for-joint | 90.9 |
| bipartite-flat-graph-network-for-nested-named | 75.1 |
| neural-architectures-for-nested-ner-through-1 | 84.33 |
| sequence-to-nuggets-nested-entity-mention | 74.9 |
| boningknife-joint-entity-mention-detection | 85.46 |
| universalner-targeted-distillation-from-large | 86.69 |
| neural-segmental-hypergraphs-for-overlapping | 74.5 |
| gollie-annotation-guidelines-improve-zero | 89.6 |
| a-neural-transition-based-model-for-nested | 73.0 |
| nested-named-entity-recognition-via-second | 84.34 |
| named-entity-recognition-as-dependency | 85.4 |
| multi-grained-named-entity-recognition | 78.2 |
| promptner-prompt-locating-and-typing-for | 87.21 |