Dependency Parsing on Valibel corpus (test)
98.2POS AccuracyTEXT HOPS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TEXT HOPSInput=Text (Gold), Parameters=110M + 100M, Pre-training=CamemBERT2024.06 | 98.2 | 90.3 | 87.1 | |
| TEXT GRAPHInput=Text (Gold), Parameters=110M + 41.4M, Pre-training=CamemBERT2024.06 | 96.8 | 88.3 | 84.5 | |
| TEXT SEQ2LABELInput=Text (Gold), Parameters=110M + 39.2M, Pre-training=CamemBERT2024.06 | 94.5 | 86.7 | 83.1 | |
| ORACLE GRAPHInput=Oracle, Parameters=315M + 34.9M, Pre-training=Wav2vec22024.06 | 79.8 | 76 | 70.4 | |
| ORACLE SEQ2LABELInput=Oracle, Parameters=315M + 34.9M, Pre-training=Wav2vec22024.06 | 78.3 | 71.9 | 66.2 | |
| AUDIO SEQ2LABELInput=Audio, Parameters=315M + 34.9M, Pre-training=Wav2vec22024.06 | 77.1 | 70.2 | 65.2 | |
| AUDIO GRAPHInput=Audio, Parameters=315M + 34.9M, Pre-training=Wav2vec22024.06 | 77 | 70.9 | 66.2 | |
| PIPELINE HOPSInput=Pipeline, Parameters=314M + 110M + 100M, Pre-training=Wav2vec2 + CamemBERT2024.06 | 76.3 | 69.4 | 64.6 | |
| PIPELINE SEQ2LABELInput=Pipeline, Parameters=314M + 110M + 39.2M, Pre-training=Wav2vec2 + CamemBERT2024.06 | 74.7 | 67.7 | 62.4 | |
| PIPELINE GRAPHInput=Pipeline, Parameters=314M + 110M + 41.4M, Pre-training=Wav2vec2 + CamemBERT2024.06 | 73.5 | 64.2 | 57.3 |