| Char LSTM (DeepSPIN-2; soft-attention, 1-5 entmax) | - | - | 97.15 | Beyond Characters: Subword-level Morpheme Segmentation | - |
| Ensemble of hard-attention transducers (CLUZH) | - | - | 96.85 | CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation | |
| Bidirectional GRU + Morfessor features (AUUH_F) | 66.73 | 36.35 | 93.72 | Morfessor-enriched features and multilingual training for canonical morphological segmentation | - |
| Subword-ULM transformer (DeepSPIN-3; soft-attention, 1-5 entmax) | - | - | 97.29 | Beyond Characters: Subword-level Morpheme Segmentation | - |
| Char LSTM (DeepSPIN-1; soft-attention) | - | - | 96.32 | Beyond Characters: Subword-level Morpheme Segmentation | - |