Uncertainty Quantification on GSM8K (test)
84.04AUROCCAGE-CAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAGE-CALRollouts=3, Topologies=52026.05 | 84.04 | 97.51 | |
| Plurality voteRollouts=3, Topologies=52026.05 | 84.01 | 97.87 | |
| DAERollouts=3, Topologies=52026.05 | 82.61 | 97.72 | |
| Answer entropyRollouts=3, Topologies=52026.05 | 82.6 | 97.72 | |
| Avg-logprobRollouts=3, Topologies=52026.05 | 57.87 | 75.41 | |
| MATURollouts=3, Topologies=52026.05 | 56.68 | 95.45 |