Implicit Discourse Relation classification on Arabic (test)
58PrecisionMM-IDR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MM-IDRData Modality=Text, Training Setting=Multilingual2026.02 | 58 | 44 | 38 | 47 | |
| MM-IDRData Modality=Both, Training Setting=Multilingual2026.02 | 53 | 40 | 36 | 42 | |
| MM-IDRData Modality=Both, Training Setting=Language-Specific2026.02 | 48 | 48 | 48 | 49 | |
| MM-IDRData Modality=Text, Training Setting=Language-Specific2026.02 | 44 | 44 | 43 | 44 | |
| Prosodic+TF-IDF+LogRegData=Both2026.02 | 43 | 43 | 42 | 43 | |
| BERT+Wav2vec2Data=Both2026.02 | 43 | 41 | 41 | 43 | |
| TF-IDF+LogRegData=Text2026.02 | 42 | 43 | 40 | 42 | |
| BERTData=Text2026.02 | 42 | 43 | 41 | 43 | |
| Whisper+NNData=Audio2026.02 | 32 | 31 | 31 | 33 | |
| Prosodic+LogRegData=Audio2026.02 | 30 | 28 | 28 | 29 | |
| MM-IDRData Modality=Audio, Training Setting=Language-Specific2026.02 | 7 | 25 | 11 | 29 | |
| MM-IDRData Modality=Audio, Training Setting=Multilingual2026.02 | 5 | 25 | 11 | 30 |