# Spoofed Speech Detection on PartialSpoof (Overall) Source: [Spoofed Speech Detection on PartialSpoof (Overall)]() Collection index: [llms.txt]() Data updated: 2026-06-16T10:52:41.285Z Evaluation of Spoofed Speech Detection performance on the Overall split of the PartialSpoof dataset, reporting metrics including EER, AUC, and F1 score. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Spoofed Speech Detection | | Dataset (including any stated split) | PartialSpoof (Overall) | | Metric | EER | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 16 of 16 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [EER](): Lower is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. - [F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | EER | Result date | Report paper | | --- | --- | --- | --- | | BAM (WavLM-Large) | 3.58 | Not recorded | 6a30d91bd33dfb23e783d2ae | | Pyramid Model (Ours) | 3.87 | Not recorded | 6a30d91bd33dfb23e783d2ae | | Base Model (Ours) | 6.31 | Not recorded | 6a30d91bd33dfb23e783d2ae | | AGO | 6.79 | Not recorded | 6a30d91bd33dfb23e783d2ae | | TDL | 7.04 | Not recorded | 6a30d91bd33dfb23e783d2ae | | CFPRF | 7.41 | Not recorded | 6a30d91bd33dfb23e783d2ae | | TRACE (Proposed) | 8.08 | Not recorded | 6a30d91bd33dfb23e783d2ae | | w2v2-large-MLP | 9.24 | Not recorded | 6a30d91bd33dfb23e783d2ae | | LCNN-BLSTM (W2V2) | 9.87 | Not recorded | 6a30d91bd33dfb23e783d2ae | | TRACE S2 | 11.08 | Not recorded | 6a30d91bd33dfb23e783d2ae | | GNCL | 11.81 | Not recorded | 6a30d91bd33dfb23e783d2ae | | TRACE S3 | 14.68 | Not recorded | 6a30d91bd33dfb23e783d2ae | | LCNN-BLSTM (LFCC) | 16.21 | Not recorded | 6a30d91bd33dfb23e783d2ae | | TRACE S1 | 16.37 | Not recorded | 6a30d91bd33dfb23e783d2ae | | SELCNN-BLSTM | 16.6 | Not recorded | 6a30d91bd33dfb23e783d2ae | | CQCC-LCNN | 27.17 | Not recorded | 6a30d91bd33dfb23e783d2ae | ### BAM (WavLM-Large) EER: 3.58. Result ID: 6a312adffbc373592c2e6bb4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2024","Resolution":"160 ms","Train":"PS"}. This record does not assert independent reproduction. ### Pyramid Model (Ours) EER: 3.87. Result ID: 6a312adffbc373592c2e6bb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2026","Resolution":"chunk","Train":"PS"}. This record does not assert independent reproduction. ### Base Model (Ours) EER: 6.31. Result ID: 6a312adffbc373592c2e6bb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2026","Resolution":"chunk","Train":"PS"}. This record does not assert independent reproduction. ### AGO EER: 6.79. Result ID: 6a312adffbc373592c2e6bb2. [Reporting paper]() Recorded evaluation configuration: {"Year":"2025","Resolution":"40 ms","Train":"PS"}. This record does not assert independent reproduction. ### TDL EER: 7.04. Result ID: 6a312adffbc373592c2e6bb0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2024","Resolution":"160 ms","Train":"PS"}. This record does not assert independent reproduction. ### CFPRF EER: 7.41. Result ID: 6a312adffbc373592c2e6bb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2024","Train":"PS"}. This record does not assert independent reproduction. ### TRACE (Proposed) EER: 8.08. Result ID: 6a312adffbc373592c2e6baf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2026","Resolution":"20 ms"}. This record does not assert independent reproduction. ### w2v2-large-MLP EER: 9.24. Result ID: 6a312adffbc373592c2e6bab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"160 ms","Train":"PS"}. This record does not assert independent reproduction. ### LCNN-BLSTM (W2V2) EER: 9.87. Result ID: 6a312adffbc373592c2e6ba9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2021","Resolution":"160 ms","Train":"PS"}. This record does not assert independent reproduction. ### TRACE S2 EER: 11.08. Result ID: 6a312adffbc373592c2e6bad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2026","Resolution":"20 ms"}. This record does not assert independent reproduction. ### GNCL EER: 11.81. Result ID: 6a312adffbc373592c2e6bb3. [Reporting paper]() Recorded evaluation configuration: {"Year":"2025","Resolution":"20 ms","Train":"PS"}. This record does not assert independent reproduction. ### TRACE S3 EER: 14.68. Result ID: 6a312adffbc373592c2e6bae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2026","Resolution":"20 ms"}. This record does not assert independent reproduction. ### LCNN-BLSTM (LFCC) EER: 16.21. Result ID: 6a312adffbc373592c2e6ba8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2021","Resolution":"160 ms","Train":"PS"}. This record does not assert independent reproduction. ### TRACE S1 EER: 16.37. Result ID: 6a312adffbc373592c2e6bac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2026","Resolution":"20 ms"}. This record does not assert independent reproduction. ### SELCNN-BLSTM EER: 16.6. Result ID: 6a312adffbc373592c2e6baa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2021","Resolution":"160 ms","Train":"PS"}. This record does not assert independent reproduction. ### CQCC-LCNN EER: 27.17. Result ID: 6a312adffbc373592c2e6ba7. [Reporting paper]() Recorded evaluation configuration: {"Resolution":"20 ms","Train":"PS"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.