# Music Mood Tagging on MTG-Jamendo (test subset)

Source: [Music Mood Tagging on MTG-Jamendo (test subset)](<https://www.sota2.com/research/sota/music-mood-tagging-on-mtg-jamendo-test-subset>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-31T12:35:37.796Z

Evaluation of Music mood/theme tagging performance on the test split of the MTG-Jamendo mood theme subset.

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 | Music mood/theme tagging |
| Dataset (including any stated split) | MTG-Jamendo mood theme subset (test) |
| Metric | AUC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [AUC](<https://www.sota2.com/research/sota/music-mood-tagging-on-mtg-jamendo-test-subset.md?metric=AUC>): Higher is better; unit: SCALAR.

- [95% CI (AUC)](<https://www.sota2.com/research/sota/music-mood-tagging-on-mtg-jamendo-test-subset.md?metric=95%25%20CI%20(AUC)>): Higher is better; unit: SCALAR.

- [Absolute Improvement](<https://www.sota2.com/research/sota/music-mood-tagging-on-mtg-jamendo-test-subset.md?metric=Absolute%20Improvement>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| ALL62 + GP500 | 0.73 | Not recorded | 69cb55860636e5bf4afca496 |
| ALL62 + GP100 | 0.729 | Not recorded | 69cb55860636e5bf4afca496 |
| ALL62 | 0.727 | Not recorded | 69cb55860636e5bf4afca496 |
| E23 + GP500 | 0.724 | Not recorded | 69cb55860636e5bf4afca496 |
| E23 + GP100 | 0.722 | Not recorded | 69cb55860636e5bf4afca496 |
| E23 | 0.719 | Not recorded | 69cb55860636e5bf4afca496 |

### ALL62 + GP500

AUC: 0.73. Result ID: 69cbbf9547f34ce924b564f5.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

Recorded evaluation configuration: {"Base feature set":"ALL62","GP population size":"500"}. This record does not assert independent reproduction.

### ALL62 + GP100

AUC: 0.729. Result ID: 69cbbf9547f34ce924b564f4.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

Recorded evaluation configuration: {"Base feature set":"ALL62","GP population size":"100"}. This record does not assert independent reproduction.

### ALL62

AUC: 0.727. Result ID: 69cbbf9547f34ce924b564f3.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72441e209131cea55620.md>)

Recorded evaluation configuration: {"Base feature set":"ALL62"}. This record does not assert independent reproduction.

### E23 + GP500

AUC: 0.724. Result ID: 69cbbf9547f34ce924b564f8.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

Recorded evaluation configuration: {"Base feature set":"E23","GP population size":"500"}. This record does not assert independent reproduction.

### E23 + GP100

AUC: 0.722. Result ID: 69cbbf9547f34ce924b564f7.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

Recorded evaluation configuration: {"Base feature set":"E23","GP population size":"100"}. This record does not assert independent reproduction.

### E23

AUC: 0.719. Result ID: 69cbbf9547f34ce924b564f6.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55860636e5bf4afca496.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72441e209131cea55620.md>)

Recorded evaluation configuration: {"Base feature set":"E23"}. This record does not assert independent reproduction.

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