Hallucination Mitigation on UrbanSound8K
95.98HR (%)Baseline
Evaluation Results
| Method | Links | |
|---|---|---|
| BaselineModel=Whisper large-v32026.06 | 95.98 | |
| Activation steeringModel=Whisper large-v32026.06 | 90.21 | |
| SAE steering (32 layer)Model=Whisper large-v3, Layer=322026.06 | 30.68 | |
| Calm-Whisper (masking)Model=Whisper large-v3, Protocol=masking2026.06 | 24.1 | |
| SAE steering (26+32 layers)Model=Whisper large-v3, Layers=26+322026.06 | 19.88 | |
| Calm-Whisper (fine-tuned)Model=Whisper large-v3, Protocol=fine-tuned2026.06 | 15.51 |