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Papers Benchmarks Datasets Tasks

Slakh2100 dataset and benchmarks · SOTA2 Research

Research Datasets

Slakh2100

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Audio Source Separation

Slakh2100 (test)

20.09SDR Bass

16

Music Accompaniment Generation

Slakh2100 Δ20s drift v2.1.0

-0.12FAD (VGG)

7

Multi-track Music Generation (Mixture Subjective Evaluation)

Slakh2100 (test)

4.2Subjective Score (Group 1)

6

Long Music Track Generation

Slakh2100 10l length (test)

2.142FAD

5

Long Music Track Generation

Slakh2100 4l length (test)

2.112FAD

5

Multi-track Music Generation

Slakh2100

0.574CBS

5

Multi-track music generation

Slakh2100 (test)

1.26FAD

5

Inner Track Rhythmic Stability

Slakh2100

0.05IRS (Bass)

4

Multi-track Music Generation (Drum Subjective Evaluation)

Slakh2100 (test)

3Subjective Score (Group 1)

3

Popular tasks

Multi-track music generation Long Music Track Generation Audio Source Separation Multi-track Music Generation (Mixture Subjective Evaluation)Multi-track Music Generation (Drum Subjective Evaluation)

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