Keyword Extraction on SemEval 2017
54F1 Score @ 10FRAKE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FRAKE2021.04 | 54 | — | — | |
| FRAKE2021.04 | 54 | 53.6 | 54.4 | |
| TF-IDF2021.04 | 49.3 | — | — | |
| TF-IDF2021.04 | 49.3 | 48.8 | 50 | |
| MultiPartite Rank2021.04 | 43.9 | — | — | |
| MultiPartite Rank2021.04 | 43.9 | 45.8 | 42.1 | |
| Position Rank2021.04 | 42.1 | — | — | |
| Position Rank2021.04 | 42.1 | 43.8 | 40.5 | |
| Topic Rank2021.04 | 41.7 | — | — | |
| Topic Rank2021.04 | 41.7 | 43.6 | 40 | |
| KP-Miner2021.04 | 40.2 | — | — | |
| KP-Miner2021.04 | 40.2 | 39.8 | 40.5 | |
| Topical Page Rank2021.04 | 38.5 | — | — | |
| Topical Page Rank2021.04 | 38.5 | 40.1 | 37 | |
| Expanded Rank2021.04 | 38.1 | — | — | |
| Expanded Rank2021.04 | 38.1 | 39.6 | 36.6 | |
| YAKE2021.04 | 33.8 | — | — | |
| YAKE2021.04 | 33.8 | 33.4 | 34.2 | |
| Text Rank2021.04 | 32.2 | — | — | |
| Text Rank2021.04 | 32.2 | 33.5 | 31 | |
| Single Rank2021.04 | 14.5 | — | — | |
| Single Rank2021.04 | 14.5 | 15.1 | 14.1 | |
| Expanded Rank2021.04 | — | — | 36.6 | |
| FRAKE2021.04 | — | — | 54.4 | |
| KP-Miner2021.04 | — | — | 40.5 | |
| MultiPartite Rank2021.04 | — | — | 42.1 | |
| Position Rank2021.04 | — | — | 40.5 | |
| Single Rank2021.04 | — | — | 14.1 | |
| Text Rank2021.04 | — | — | 31 | |
| TF-IDF2021.04 | — | — | 50 | |
| Topic Rank2021.04 | — | — | 40 | |
| Topical Page Rank2021.04 | — | — | 37 | |
| YAKE2021.04 | — | — | 34.2 |