| Metrics . | Pretraining . | CMGN-TL . | |||
|---|---|---|---|---|---|
| . | . | . | CMGN-DL . | CMGN-PKI . | CMGN-BTK . |
| Conditional metrics | SFF (%) | 90.659 | 96.592 | 92.676 | 78.493 |
| Recovery (%) | 2.587 | 9.647 | 5.257 | 1.845 | |
| Recovery (%) (Tc ≥ 0.6) | 12.400 | 23.170 | 15.28 | 9.833 | |
| MOSES metrics | Validity (%) | 98.039 | 99.829 | 99.384 | 98.924 |
| Uniqueness (%) | 40.573 | 63.923 | 48.891 | 40.910 | |
| Novelty (%) | – | – | 58.62 | 58.53 | |
| IntDiv | 0.589 | 0.603 | 0.661 | 0.682 | |
| Metrics . | Pretraining . | CMGN-TL . | |||
|---|---|---|---|---|---|
| . | . | . | CMGN-DL . | CMGN-PKI . | CMGN-BTK . |
| Conditional metrics | SFF (%) | 90.659 | 96.592 | 92.676 | 78.493 |
| Recovery (%) | 2.587 | 9.647 | 5.257 | 1.845 | |
| Recovery (%) (Tc ≥ 0.6) | 12.400 | 23.170 | 15.28 | 9.833 | |
| MOSES metrics | Validity (%) | 98.039 | 99.829 | 99.384 | 98.924 |
| Uniqueness (%) | 40.573 | 63.923 | 48.891 | 40.910 | |
| Novelty (%) | – | – | 58.62 | 58.53 | |
| IntDiv | 0.589 | 0.603 | 0.661 | 0.682 | |
| Metrics . | Pretraining . | CMGN-TL . | |||
|---|---|---|---|---|---|
| . | . | . | CMGN-DL . | CMGN-PKI . | CMGN-BTK . |
| Conditional metrics | SFF (%) | 90.659 | 96.592 | 92.676 | 78.493 |
| Recovery (%) | 2.587 | 9.647 | 5.257 | 1.845 | |
| Recovery (%) (Tc ≥ 0.6) | 12.400 | 23.170 | 15.28 | 9.833 | |
| MOSES metrics | Validity (%) | 98.039 | 99.829 | 99.384 | 98.924 |
| Uniqueness (%) | 40.573 | 63.923 | 48.891 | 40.910 | |
| Novelty (%) | – | – | 58.62 | 58.53 | |
| IntDiv | 0.589 | 0.603 | 0.661 | 0.682 | |
| Metrics . | Pretraining . | CMGN-TL . | |||
|---|---|---|---|---|---|
| . | . | . | CMGN-DL . | CMGN-PKI . | CMGN-BTK . |
| Conditional metrics | SFF (%) | 90.659 | 96.592 | 92.676 | 78.493 |
| Recovery (%) | 2.587 | 9.647 | 5.257 | 1.845 | |
| Recovery (%) (Tc ≥ 0.6) | 12.400 | 23.170 | 15.28 | 9.833 | |
| MOSES metrics | Validity (%) | 98.039 | 99.829 | 99.384 | 98.924 |
| Uniqueness (%) | 40.573 | 63.923 | 48.891 | 40.910 | |
| Novelty (%) | – | – | 58.62 | 58.53 | |
| IntDiv | 0.589 | 0.603 | 0.661 | 0.682 | |
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