Conversational XAI on German
80FaithfulnessExplainer Dashboard
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Explainer DashboardModel Variant=Feature-Ablated Model2026.05 | 80 | 39 | 42 | 60 | |
| Naive LLMModel Variant=Original Model2026.05 | 74 | 87 | 89 | 99 | |
| Explainer DashboardModel Variant=Original Model2026.05 | 70 | 38 | 47 | 52 | |
| Naive LLMModel Variant=Feature-Ablated Model2026.05 | 66 | 91 | 87 | 99 | |
| FAXModel Variant=Feature-Ablated Model2026.05 | 66 | 77 | 86 | 100 | |
| Unstructured Agentic XAIModel Variant=Feature-Ablated Model2026.05 | 65 | 46 | 62 | 78 | |
| FAXModel Variant=Original Model2026.05 | 63 | 65 | 87 | 100 | |
| TalkToModelModel Variant=Original Model2026.05 | 62 | 26 | 28 | 38 | |
| Structured Agentic XAI w/o verificationModel Variant=Original Model2026.05 | 61 | 72 | 87 | 99 | |
| TalkToModelModel Variant=Feature-Ablated Model2026.05 | 60 | 19 | 21 | 43 | |
| Structured Agentic XAI w/o verificationModel Variant=Feature-Ablated Model2026.05 | 60 | 75 | 85 | 98 | |
| Unstructured Agentic XAIModel Variant=Original Model2026.05 | 56 | 62 | 73 | 90 |