Explanation Generation on Fifa
5.05PPLTalkToModel
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TalkToModel2026.04 | 5.05 | 0.61 | 36 | 14 | 6 | 23 | — | — | — | — | — | — | |
| Templated Expl.2026.04 | 5.3 | 0.63 | 41 | 15 | 6 | 24 | 6 | — | 1 | 122.43 | 2.3 | 18.11 | |
| Explingo Narr.Prompting=Few-shot, Mode=Narratives2026.04 | 8.49 | 0.94 | 63 | 15 | 7 | 42 | 33 | 251,659 | 0.67 | 126.76 | 1.49 | 26.08 | |
| Explingo Z-SPrompting=Zero-shot2026.04 | 9.04 | 0.95 | 67 | 14 | 6 | 41 | 31 | 215,779 | 0.55 | 139.01 | 1.09 | 25.31 | |
| ExplingoPrompting=Few-shot2026.04 | 9.13 | 0.92 | 58 | 14 | 7 | 38 | — | — | — | — | — | — | |
| XAIstories Narr.Mode=Narratives2026.04 | 9.88 | 0.94 | 64 | 16 | 7 | 39 | 28 | 185,070 | 0.63 | 107.1 | 1.37 | 20.98 | |
| XAIstories2026.04 | 10.2 | 0.95 | 66 | 17 | 7 | 39 | 30 | 70,622 | 0.42 | 67.43 | 0.86 | 13.78 |