Truthfulness Evaluation on TruthfulQA (Metric: TruthfulQA)
82.6TruthfulQA ScoreCouncil Mode
Evaluation results
| Method | Links | |
|---|---|---|
| Council ModeLatency (s)=8.42026.04 | 82.6 | |
| Claude Opus 4.6Latency (s)=4.12026.04 | 74.8 | |
| GPT-5.4Latency (s)=3.22026.04 | 71.2 | |
| Gemini 3.1 ProLatency (s)=2.82026.04 | 68.5 | |
| DeepSeek V3.2Latency (s)=5.62026.04 | 65.3 | |
| Seed 2.0 ProLatency (s)=3.82026.04 | 63.1 | |
| Adam-NSCLData=ZsRE 10K2026.02 | 54 | |
| AlphaEditData=ZsRE 10K2026.02 | 53.9 | |
| LLaMA-3-8B-InstructData=ZsRE 10K2026.02 | 50.7 | |
| LocBF-FTData=ZsRE 10K2026.02 | 50.7 | |
| CrispEditData=ZsRE 10K2026.02 | 50.2 | |
| UltraEditData=ZsRE 10K2026.02 | 49.8 |