Inference Time Comparison for Hallucination Detection
2.511Feature Extraction Time (s)Baseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baseline2026.04 | 2.511 | — | 2.511 | 100 | |
| MHADhsGPU-based inference=true2026.04 | 2.952 | 0.0021 | 2.954 | 117.7 | |
| MHADattnGPU-based inference=true2026.04 | 3.095 | 0.0018 | 3.097 | 123.3 | |
| EnsemHalDetAH2026.04 | 3.095 | 0 | 3.095 | 123.2 | |
| MHADffnGPU-based inference=true2026.04 | 3.182 | 0.0013 | 3.183 | 126.8 | |
| SAPLMAGPU-based inference=true2026.04 | 3.767 | 0.0001 | 3.767 | 150 | |
| EnsemHalDetHS2026.04 | 4.618 | 0.0001 | 4.618 | 183.9 | |
| EnsemHalDetMIX2026.04 | 5.22 | 0.0001 | 5.22 | 207.9 | |
| MINDGPU-based inference=true2026.04 | 5.591 | 0.0015 | 5.592 | 222.7 |