EnvSDD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Environmental Sound Deepfake Detection | EnvSDD Track 2 1.0 (Final ranking-phase) | EER35 | 5 | |
| Environmental Sound Deepfake Detection | EnvSDD Track 1 Final ranking-phase 1.0 | EER1.6 | 5 | |
| Deepfake Detection | EnvSDD Average | EER (TTA)1.3 | 4 | |
| Deepfake Detection | EnvSDD 04 (test) | EER (TTA)4.8 | 4 | |
| Deepfake Detection | EnvSDD 03 (test) | EER (TTA)0.38 | 4 | |
| Deepfake Detection | EnvSDD 02 (test) | EER (TTA)0.05 | 4 | |
| Deepfake Detection | EnvSDD 01 (test) | EER (TTA)0 | 4 | |
| Environmental Sound Deepfake Detection | EnvSDD Track 1 (Unseen Generators) 2026 (test) | EER (%)11.22 | 4 | |
| Environmental Sound Deepfake Detection | EnvSDD Track 1 (Unseen Generators) 2026 (val) | EER0.07 | 4 | |
| Environmental Sound Deepfake Detection | EnvSDD Track 1 Progress-phase 1.0 | EER1.66 | 4 | |
| Acoustic Event Fake Detection | EnvSDD (test) | Accuracy96 | 3 | |
| Acoustic Scene Fake Detection | EnvSDD (test) | Accuracy98 | 3 | |
| Environmental Sound Deepfake Detection | EnvSDD Track 2 Progress-phase 1.0 | EER0.3 | 3 | |
| Environmental Deepfake Detection | EnvSDD Track 2 (test) | EER1.05 | 3 | |
| Environmental Deepfake Detection | EnvSDD Track 2 (eval) | EER1.24 | 3 | |
| Environmental Deepfake Detection | EnvSDD Track 1 (test) | EER1.2 | 3 | |
| Environmental Deepfake Detection | EnvSDD Track 1 (Eval) | EER1.05 | 3 |
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