# Inter-lingual Subgraph Identification on ISI Italian (IT)

Source: [Inter-lingual Subgraph Identification on ISI Italian (IT)](<https://www.sota2.com/research/sota/inter-lingual-subgraph-identification-on-isi-italian-it>)

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

Data updated: 2026-02-26T05:58:24.125Z

Evaluation of Inter-lingual Subgraph Identification performance on the ISI Italian (IT) dataset, measured by Precision (P), Recall (R), 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 | Inter-lingual Subgraph Identification |
| Dataset (including any stated split) | ISI Italian (IT) |
| Metric | Precision |
| 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

- [Precision](<https://www.sota2.com/research/sota/inter-lingual-subgraph-identification-on-isi-italian-it.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/inter-lingual-subgraph-identification-on-isi-italian-it.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/inter-lingual-subgraph-identification-on-isi-italian-it.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| Unguided | 67.4 | Not recorded | 68fa6fca1e209131cea476d4 |
| JAMR | 64.8 | Not recorded | 68fa6fca1e209131cea476d4 |
| TAMR | 64.3 | Not recorded | 68fa6fca1e209131cea476d4 |
| LEAMR | 9 | Not recorded | 68fa6fca1e209131cea476d4 |

### Unguided

Precision: 67.4. Result ID: 6990ec4f3a6c3148490450dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fca1e209131cea476d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fca1e209131cea476d4.md>)

[Implementation](<https://www.sota2.com/github.com/Babelscape/AMR-alignment>)

Recorded evaluation configuration: {"mode":"cross-attention"}. This record does not assert independent reproduction.

### JAMR

Precision: 64.8. Result ID: 6990ec4f3a6c3148490450da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fca1e209131cea476d4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TAMR

Precision: 64.3. Result ID: 6990ec4f3a6c3148490450db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fca1e209131cea476d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64e21e209131cea070a1.md>)

[Implementation](<https://github.com/Oneplus/tamr>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LEAMR

Precision: 9. Result ID: 6990ec4f3a6c3148490450dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fca1e209131cea476d4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a201e209131cea26222.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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