Hallucination Detection on NyayaVerifyBench
91Detection RateNabaOS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NabaOSLatency=+12 ms, Cost/req=$02026.03 | 91 | 4 | |
| SVIP-styleLatency=+50 ms, Cost/req=$02026.03 | 68 | 10 | |
| RAG-GroundingLatency=+1–2 s, Cost/req=+$0.012026.03 | 52 | 18 | |
| Self-ConsistencyLatency=+3–5 s, Cost/req=+$0.032026.03 | 45 | 12 | |
| Output RegexLatency=+2 ms, Cost/req=$02026.03 | 35 | 8 | |
| No VerificationLatency=0 ms, Cost/req=$02026.03 | 0 | 0 |