# Relation Alignment on LEAMR 1.0 (test) Source: [Relation Alignment on LEAMR 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:25.830Z Evaluation of model performance on Relation Alignment using the test split of the LEAMR 1.0 dataset. 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 | Relation Alignment | | Dataset (including any stated split) | LEAMR 1.0 (test) | | Metric | Exact Alignment P | | Unit | PERCENT | | 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 - [Exact Alignment P](): Higher is better; unit: PERCENT. - [Exact Alignment R](): Higher is better; unit: PERCENT. - [Exact Alignment F1](): Higher is better; unit: PERCENT. - [Partial Alignment P](): Higher is better; unit: PERCENT. - [Partial Alignment R](): Higher is better; unit: PERCENT. - [Partial Alignment F1](): Higher is better; unit: PERCENT. - [Spans F1](): Higher is better; unit: PERCENT. - [Coverage](): Higher is better; unit: PERCENT. ## Recorded results | Method | Exact Alignment P | Result date | Report paper | | --- | --- | --- | --- | | Guided Cross-Attention | 0.8803 | Not recorded | 68fa6fca1e209131cea476d4 | | Unguided Cross-Attention | 0.8714 | Not recorded | 68fa6fca1e209131cea476d4 | | LEAMR | 0.8567 | Not recorded | 68fa6fca1e209131cea476d4 | | LEAMR | 0.8463 | Not recorded | 68fa6fca1e209131cea476d4 | | Guided Cross-Attention | 0.8382 | Not recorded | 68fa6fca1e209131cea476d4 | | ISI | 0.5928 | Not recorded | 68fa6fca1e209131cea476d4 | ### Guided Cross-Attention Exact Alignment P: 0.8803. Result ID: 6990ec4f3a6c3148490450c2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Guided","Silver Source":"LEAMR"}. This record does not assert independent reproduction. ### Unguided Cross-Attention Exact Alignment P: 0.8714. Result ID: 6990ec4f3a6c3148490450c0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Unguided"}. This record does not assert independent reproduction. ### LEAMR Exact Alignment P: 0.8567. Result ID: 6990ec4f3a6c3148490450be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LEAMR Exact Alignment P: 0.8463. Result ID: 6990ec4f3a6c3148490450bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Re-implemented":true}. This record does not assert independent reproduction. ### Guided Cross-Attention Exact Alignment P: 0.8382. Result ID: 6990ec4f3a6c3148490450c1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Guided","Silver Source":"ISI"}. This record does not assert independent reproduction. ### ISI Exact Alignment P: 0.5928. Result ID: 6990ec4f3a6c3148490450bd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.