# Chord Recognition on uspop2002 170-label large vocabulary (val)

Source: [Chord Recognition on uspop2002 170-label large vocabulary (val)](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val>)

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

Data updated: 2026-02-26T06:02:24.747Z

Evaluation of Chord Recognition performance on the validation split of the uspop2002 170-label large vocabulary dataset, measured using detailed chord structure metrics (Root, Thirds, Triads, etc.) and MIREX.

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 | Chord Recognition |
| Dataset (including any stated split) | uspop2002 170-label large vocabulary (val) |
| Metric | Root |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Root](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=Root>): Higher is better; unit: PERCENT.

- [Thirds](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=Thirds>): Higher is better; unit: PERCENT.

- [Triads](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=Triads>): Higher is better; unit: PERCENT.

- [Sevenths](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=Sevenths>): Higher is better; unit: PERCENT.

- [Tetrads](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=Tetrads>): Higher is better; unit: PERCENT.

- [Maj-min](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=Maj-min>): Higher is better; unit: PERCENT.

- [MIREX](<https://www.sota2.com/research/sota/chord-recognition-on-uspop2002-170-label-large-vocabulary-val.md?metric=MIREX>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Root | Result date | Report paper |
| --- | --- | --- | --- |
| BTC | 80.51 | Not recorded | 695c970253fdd5c3617436ed |
| BMACE | 80.43 | Not recorded | 695c970253fdd5c3617436ed |
| CRNN | 80.26 | Not recorded | 695c970253fdd5c3617436ed |
| MACE-H | 78.33 | Not recorded | 695c970253fdd5c3617436ed |
| MACE-V | 77.39 | Not recorded | 695c970253fdd5c3617436ed |

### BTC

Root: 80.51. Result ID: 699a0a245698665ec48d15c4.

[Reporting paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65fe1e209131cea0dcce.md>)

Recorded evaluation configuration: {"GFlops":0.6362,"Params":"2,929,066"}. This record does not assert independent reproduction.

### BMACE

Root: 80.43. Result ID: 699a0a245698665ec48d15c7.

[Reporting paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

Recorded evaluation configuration: {"GFlops":0.0422,"Params":"151,626"}. This record does not assert independent reproduction.

### CRNN

Root: 80.26. Result ID: 699a0a245698665ec48d15c3.

[Reporting paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

Recorded evaluation configuration: {"GFlops":0.1038,"Params":"472,874"}. This record does not assert independent reproduction.

### MACE-H

Root: 78.33. Result ID: 699a0a245698665ec48d15c6.

[Reporting paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

Recorded evaluation configuration: {"GFlops":0.0422,"Params":"151,626"}. This record does not assert independent reproduction.

### MACE-V

Root: 77.39. Result ID: 699a0a245698665ec48d15c5.

[Reporting paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695c970253fdd5c3617436ed.md>)

Recorded evaluation configuration: {"GFlops":0.0328,"Params":"129,866"}. This record does not assert independent reproduction.

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