Few Shot Ner On Few Nerd Inter
评估指标
5 way 1~2 shot
5 way 5~10 shot
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | 5 way 1~2 shot | 5 way 5~10 shot |
|---|---|---|
| 模型 1 | 71.62±0.44 | 76.14±0.20 |
| few-nerd-a-few-shot-named-entity-recognition | 47.24±1.00 | 55.64±0.63 |
| decomposed-meta-learning-for-few-shot-named | 64.75±0.35 | 71.49±0.47 |
| decomposed-meta-learning-for-few-shot | 62.09±0.93 | 71.26±0.15 |
| container-few-shot-named-entity-recognition | 55.95 | 61.83 |
| type-aware-decomposed-framework-for-few-shot | 64.83±0.14 | 72.12±0.12 |
| few-nerd-a-few-shot-named-entity-recognition | 38.83±1.49 | 58.79±0.44 |
| few-nerd-a-few-shot-named-entity-recognition | 51.88±0.69 | 57.32±0.63 |
| language-model-pre-training-with-sparse | 57.14 | 66.17 |
| heproto-a-hierarchical-enhancing-protonet | 66.40±0.18 | 72.53±0.11 |
| a-multi-task-semantic-decomposition-framework | 76.86±0.22 | 84.78±0.69 |
| nuner-entity-recognition-encoder-pre-training | 67.37±0.31 | 73.50±0.09 |
| an-enhanced-span-based-decomposition-method | 59.29±1.25 | 69.06±0.80 |