Implicit Discourse Relation classification on Spanish (test)
0.58PrecisionMM-IDR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MM-IDRData Modality=Both, Training Setting=Multilingual2026.02 | 0.58 | 0.53 | 0.53 | 0.54 | |
| MM-IDRData Modality=Text, Training Setting=Language-Specific2026.02 | 0.55 | 0.49 | 0.46 | 0.47 | |
| MM-IDRData Modality=Text, Training Setting=Multilingual2026.02 | 0.55 | 0.49 | 0.48 | 0.5 | |
| MM-IDRData Modality=Both, Training Setting=Language-Specific2026.02 | 0.51 | 0.41 | 0.4 | 0.44 | |
| BERT+Wav2vec2Data=Both2026.02 | 0.48 | 0.38 | 0.38 | 0.39 | |
| TF-IDF+LogRegData=Text2026.02 | 0.35 | 0.33 | 0.33 | 0.34 | |
| Prosodic+TF-IDF+LogRegData=Both2026.02 | 0.34 | 0.31 | 0.3 | 0.31 | |
| Whisper+NNData=Audio2026.02 | 0.26 | 0.25 | 0.25 | 0.25 | |
| BERTData=Text2026.02 | 0.23 | 0.3 | 0.24 | 0.31 | |
| Prosodic+LogRegData=Audio2026.02 | 0.2 | 0.21 | 0.2 | 0.2 | |
| MM-IDRData Modality=Audio, Training Setting=Language-Specific2026.02 | 0.07 | 0.25 | 0.12 | 0.3 | |
| MM-IDRData Modality=Audio, Training Setting=Multilingual2026.02 | 0.06 | 0.25 | 0.11 | 0.27 |