Semantic Attribute Alignment on Gemma animal-attribute prompts
26.11Happy ScoreFlow-Direct
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Flow-DirectBaseline=TreeG2026.05 | 26.11 | 27.78 | 23.61 | 66.67 | 20.56 | 50 | |
| Flow-DirectBaseline=FK-Steering2026.05 | 16.39 | 100 | 10.07 | 27.78 | 25 | 23.33 | |
| Flow-DirectBaseline=Evolvable2026.05 | 12.04 | 21.43 | 40 | 83.33 | 100 | 25 | |
| Flow-DirectBaseline=DSearch2026.05 | 3.62 | 5.86 | 8.13 | 2.03 | 2.15 | 5.76 | |
| Flow-Direct2026.05 | 0.41 | 0.42 | 0.32 | 0.52 | 0.25 | 0.3 | |
| DSearch2026.05 | 0.29 | 0.26 | 0.05 | 0.47 | 0.2 | 0.26 | |
| Evolvable2026.05 | 0.18 | 0.1 | 0 | 0.06 | 0 | 0.16 | |
| FK-Steering2026.05 | 0.14 | 0.01 | 0.03 | 0.27 | 0.09 | 0.2 | |
| TreeG2026.05 | 0.08 | 0.05 | 0.01 | 0.1 | 0.1 | 0.1 |