Explanation Generation on Diabetes
3.71PPLTalkToModel
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TalkToModel2026.04 | 3.71 | 0.59 | 40 | 0.14 | 0.06 | 0.27 | — | — | — | — | — | — | |
| Templated Expl.2026.04 | 4.19 | 0.61 | 45 | 0.14 | 0.06 | 0.26 | 0.24 | — | 0.52 | 50.62 | 0.97 | 10.52 | |
| XAIstories2026.04 | 7.46 | 0.95 | 59 | 0.17 | 0.08 | 0.45 | 0.18 | 5,725 | 0.28 | 39.51 | 0.72 | 8.79 | |
| Explingo Narr.Prompting=Few-shot, Mode=Narratives2026.04 | 8.35 | 0.96 | 58 | 0.16 | 0.07 | 0.44 | 0.28 | 21,767 | 0.4 | 66.07 | 0.87 | 11.67 | |
| XAIstories Narr.Mode=Narratives2026.04 | 8.49 | 0.96 | 61 | 0.17 | 0.08 | 0.43 | 0.26 | 6,661 | 0.4 | 52.9 | 0.99 | 13.04 | |
| ExplingoPrompting=Few-shot2026.04 | 8.92 | 0.98 | 75 | 0.12 | 0.07 | 0.44 | — | — | — | — | — | — | |
| Explingo Z-SPrompting=Zero-shot2026.04 | 10.17 | 0.96 | 65 | 0.15 | 0.08 | 0.4 | 0.35 | 8,420 | 0.39 | 54.64 | 0.83 | 14.79 |