Question Answering on TruthfulQA (Accuracy, Uintra, Uinter, Usys Metrics)
91.4AccuracyUDPO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UDPON Agents in MAD=102026.02 | 91.4 | 0.075 | 0.035 | 0.055 | |
| UDPON Agents in MAD=52026.02 | 88.7 | 0.068 | 0.048 | 0.068 | |
| UDPON Agents in MAD=32026.02 | 85.2 | 0.072 | 0.058 | 0.082 | |
| RMAACN Agents in MAD=102026.02 | 78.2 | 0.158 | 0.102 | 0.172 | |
| MAPPON Agents in MAD=102026.02 | 76.8 | 0.165 | 0.108 | 0.182 | |
| RMAACN Agents in MAD=52026.02 | 76.5 | 0.152 | 0.115 | 0.188 | |
| MAPPON Agents in MAD=52026.02 | 74.2 | 0.158 | 0.122 | 0.198 | |
| Standard MADN Agents in MAD=102026.02 | 73.5 | 0.222 | 0.128 | 0.218 | |
| Standard MADN Agents in MAD=52026.02 | 71.8 | 0.218 | 0.142 | 0.235 | |
| RMAACN Agents in MAD=32026.02 | 70.2 | 0.185 | 0.148 | 0.225 | |
| MAPPON Agents in MAD=32026.02 | 68.5 | 0.192 | 0.152 | 0.238 | |
| Standard MADN Agents in MAD=32026.02 | 62.4 | 0.225 | 0.178 | 0.275 |