Text Classification on MARC English
90.25Mean-Weighted F1Abs.
Evaluation results
| Method | Links | |
|---|---|---|
| Abs.Classifier=en, Strategy=Absolute2026.05 | 90.25 | |
| PARAMClassifier=en, Strategy=Relative, Variant=Multi, Anchors=3002026.05 | 89.7 | |
| PARAMClassifier=en, Strategy=Relative, Variant=Single, Anchors=3002026.05 | 89.17 | |
| PARAMClassifier=zh, Strategy=Relative, Variant=Multi, Anchors=3002026.05 | 88.28 | |
| PARAMClassifier=fr, Strategy=Relative, Variant=Multi, Anchors=3002026.05 | 88.22 | |
| PARAMClassifier=de, Strategy=Relative, Variant=Multi, Anchors=3002026.05 | 87.89 | |
| PARAMClassifier=es, Strategy=Relative, Variant=Multi, Anchors=3002026.05 | 87.82 | |
| Random-CosClassifier=en, Strategy=Relative, Anchors=3002026.05 | 87.67 | |
| PARAMClassifier=zh, Strategy=Relative, Variant=Single, Anchors=3002026.05 | 86.56 | |
| PARAMClassifier=es, Strategy=Relative, Variant=Single, Anchors=3002026.05 | 86.19 | |
| PARAMClassifier=de, Strategy=Relative, Variant=Single, Anchors=3002026.05 | 85.2 | |
| PARAMClassifier=fr, Strategy=Relative, Variant=Single, Anchors=3002026.05 | 84.43 | |
| Random-CosClassifier=fr, Strategy=Relative, Anchors=3002026.05 | 75.88 | |
| Random-CosClassifier=es, Strategy=Relative, Anchors=3002026.05 | 72.91 | |
| Random-CosClassifier=de, Strategy=Relative, Anchors=3002026.05 | 72.36 | |
| Random-CosClassifier=zh, Strategy=Relative, Anchors=3002026.05 | 71.66 |