# Entity Linkage on Real-world music dataset

Source: [Entity Linkage on Real-world music dataset](<https://www.sota2.com/research/sota/entity-linkage-on-real-world-music-dataset>)

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

Data updated: 2026-02-26T05:55:16.483Z

Evaluation of Entity Linkage performance on the Real-world music dataset, measured using PRAUC and R@P=95%.

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 | Entity Linkage |
| Dataset (including any stated split) | Real-world music dataset |
| Metric | PRAUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [PRAUC](<https://www.sota2.com/research/sota/entity-linkage-on-real-world-music-dataset.md?metric=PRAUC>): Higher is better; unit: PERCENT.

- [R@P=95%](<https://www.sota2.com/research/sota/entity-linkage-on-real-world-music-dataset.md?metric=R%40P%3D95%25>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PRAUC | Result date | Report paper |
| --- | --- | --- | --- |
| CORDEL-Attention | 92.7 | Not recorded | 68fa68d51e209131cea1e7ec |
| CORDEL-Sum | 91.6 | Not recorded | 68fa68d51e209131cea1e7ec |
| DEEPMATCHER-Hybrid | 90.5 | Not recorded | 68fa68d51e209131cea1e7ec |
| DEEPMATCHER-SIF | 88.1 | Not recorded | 68fa68d51e209131cea1e7ec |

### CORDEL-Attention

PRAUC: 92.7. Result ID: 698d87288b517eb4332227d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7ec.md>)

Recorded evaluation configuration: {"#Params":"522,850"}. This record does not assert independent reproduction.

### CORDEL-Sum

PRAUC: 91.6. Result ID: 698d87288b517eb4332227d0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7ec.md>)

Recorded evaluation configuration: {"#Params":"713,730"}. This record does not assert independent reproduction.

### DEEPMATCHER-Hybrid

PRAUC: 90.5. Result ID: 698d87288b517eb4332227cf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7ec.md>)

Recorded evaluation configuration: {"#Params":"22,151,812"}. This record does not assert independent reproduction.

### DEEPMATCHER-SIF

PRAUC: 88.1. Result ID: 698d87288b517eb4332227ce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68d51e209131cea1e7ec.md>)

Recorded evaluation configuration: {"#Params":"728,802"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.