Keyword Extraction on Inspec
58.9F1 Score @ 10FRAKE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FRAKE2021.04 | 58.9 | — | — | — | |
| FRAKE2021.04 | 58.9 | 57.2 | 60.7 | — | |
| MultiPartite Rank2021.04 | 48 | — | — | — | |
| MultiPartite Rank2021.04 | 48 | 49.7 | 46.3 | — | |
| TF-IDF2021.04 | 46.2 | — | — | — | |
| TF-IDF2021.04 | 46.2 | 47.5 | 45 | — | |
| Position Rank2021.04 | 45.8 | — | — | — | |
| Position Rank2021.04 | 45.8 | 47.3 | 44.4 | — | |
| Topic Rank2021.04 | 44.8 | — | — | — | |
| Topic Rank2021.04 | 44.8 | 46.5 | 43.1 | — | |
| Topical Page Rank2021.04 | 40.7 | — | — | — | |
| Topical Page Rank2021.04 | 40.7 | 42 | 39.5 | — | |
| Expanded Rank2021.04 | 40.1 | — | — | — | |
| Expanded Rank2021.04 | 40.1 | 41.3 | 39.9 | — | |
| Single Rank2021.04 | 38.1 | — | — | — | |
| Single Rank2021.04 | 38.1 | 29.3 | 55.1 | — | |
| KP-Miner2021.04 | 35.4 | — | — | — | |
| KP-Miner2021.04 | 35.4 | 34.9 | 35.9 | — | |
| YAKE2021.04 | 33.7 | — | — | — | |
| YAKE2021.04 | 33.7 | 32.9 | 34.5 | — | |
| Text Rank2021.04 | 33 | — | — | — | |
| Text Rank2021.04 | 33 | 34.5 | 32.6 | — | |
| Expanded Rank2021.04 | — | — | 39.9 | — | |
| FRAKE2021.04 | — | — | 60.7 | — | |
| GLASSModel type=API-based model2026.06 | — | — | — | 44.1 | |
| KP-Miner2021.04 | — | — | 35.9 | — | |
| MultiPartite Rank2021.04 | — | — | 46.3 | — | |
| Oracle (Full Text)Model type=API-based model2026.06 | — | — | — | 48.9 | |
| Position Rank2021.04 | — | — | 44.4 | — | |
| Single Rank2021.04 | — | — | 55.1 | — | |
| Text Rank2021.04 | — | — | 32.6 | — | |
| TF-IDF2021.04 | — | — | 45 | — | |
| Topic Rank2021.04 | — | — | 43.1 | — | |
| Topical Page Rank2021.04 | — | — | 39.5 | — | |
| YAKE2021.04 | — | — | 34.5 | — |