Motion Policy Classification on Motion Policy Preference Corpus (gold version)
0.39Macro F1ConfliBERT-cont-cased
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfliBERT-cont-casedTraining Mode=continued pre-training, Casing=cased2025.08 | 0.39 | |
| RooseBERT-cont-uncasedTraining Mode=continued pre-training, Casing=uncased, Vocabulary=BERT2025.08 | 0.39 | |
| ConfliBERT-cont-uncasedTraining Mode=continued pre-training, Casing=uncased2025.08 | 0.38 | |
| RooseBERT-cont-casedTraining Mode=continued pre-training, Casing=cased, Vocabulary=BERT2025.08 | 0.37 | |
| RooseBERT-scr-uncasedTraining Mode=from scratch, Casing=uncased, Vocabulary=Custom2025.08 | 0.32 | |
| RooseBERT-scr-casedTraining Mode=from scratch, Casing=cased, Vocabulary=Custom2025.08 | 0.3 | |
| PoliBERTweet2025.08 | 0.27 | |
| BERT-base-uncasedBackbone=BERT-base, Casing=uncased2025.08 | 0.25 | |
| BERT-base-casedBackbone=BERT-base, Casing=cased2025.08 | 0.19 | |
| ConfliBERT-scr-casedTraining Mode=from scratch, Casing=cased2025.08 | 0.13 | |
| ConfliBERT-scr-uncasedTraining Mode=from scratch, Casing=uncased2025.08 | 0.11 |