Selective Prediction on TruthfulQA (Sel-AUC, AUROC)
99.7Sel-AUCStructU+Self-ConsU (TrueSkill+PageRank)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| StructU+Self-ConsU (TrueSkill+PageRank)Model=Claude 4.5 Sonnet, Scope=within2026.06 | 99.7 | 95.5 | |
| StructU+Self-ConsU (TrueSkill+PageRank)Model=Amazon Nova Premier, Scope=within2026.06 | 96.3 | 93.1 | |
| StructU+Self-ConsU (TrueSkill+PageRank)Model=DeepSeek R1, Scope=within2026.06 | 95.4 | 88.6 | |
| StructU+Self-ConsU (TrueSkill+PageRank)Model=GPT-OSS 20B, Scope=within2026.06 | 92.1 | 95.3 | |
| StructU+Self-ConsU (TrueSkill+PageRank)Model=Qwen 3 32B, Scope=within2026.06 | 86.5 | 95.7 |