Spoofing Detection on ASVspoof 5 (eval)
2.57EERXLS-R + RAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XLS-R + RATReference type=zero reference, Degradation=Silence2026.06 | 2.57 | 0.074 | |
| T43 (ASVspoof 5 winner)Model type=12-model fusion2026.06 | 2.59 | 0.075 | |
| XLS-R + RATReference type=with reference, Degradation=None (paired inference)2026.06 | 2.63 | 0.075 | |
| XLS-R + RATDegradation=Additive Noise (10 dB)2026.06 | 2.63 | 0.075 | |
| XLS-R + RATDegradation=Truncation (3 s)2026.06 | 2.63 | 0.074 | |
| XLS-R + RATDegradation=Mismatched2026.06 | 2.63 | 0.075 | |
| XLS-R + RATDegradation=Additive Noise (20 dB)2026.06 | 2.64 | 0.075 | |
| XLS-R + RATDegradation=Truncation (1 s)2026.06 | 2.65 | 0.075 | |
| XLS-R + RATDegradation=Noise Only2026.06 | 2.68 | 0.077 | |
| T27Challenge=ASVspoof 5 Challenge, Track=Track 1 Open Condition2026.06 | 3.3 | — | |
| T36Challenge=ASVspoof 5 Challenge, Track=Track 1 Open Condition2026.06 | 3.37 | — | |
| XLS-R + RATInference mode=test only2026.06 | 3.58 | 0.104 | |
| WavLM + Hybrid Pruning2026.06 | 3.75 | 0.103 | |
| T23Challenge=ASVspoof 5 Challenge, Track=Track 1 Open Condition2026.06 | 4.23 | — | |
| T43Challenge=ASVspoof 5 Challenge, Track=Track 1 Open Condition2026.06 | 4.33 | — | |
| XLS-R + mean poolingPooling=mean2026.06 | 4.87 | 0.141 | |
| MHFA-IVSpk-VIB2026.06 | 5.19 | — | |
| WavLM-SLIM2026.06 | 5.56 | 0.149 |