# Ending event prediction on IED (test)

Source: [Ending event prediction on IED (test)](<https://www.sota2.com/research/sota/ending-event-prediction-on-ied-test>)

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

Data updated: 2026-02-26T05:50:22.418Z

Evaluation of models predicting the ending event using the test split of the IED dataset, measured using MRR and HITS@1.

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 | Ending event prediction |
| Dataset (including any stated split) | IED (test) |
| Metric | MRR |
| Unit | SCALAR |
| 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

- [MRR](<https://www.sota2.com/research/sota/ending-event-prediction-on-ied-test.md?metric=MRR>): Higher is better; unit: SCALAR.

- [HITS@1](<https://www.sota2.com/research/sota/ending-event-prediction-on-ied-test.md?metric=HITS%401>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MRR | Result date | Report paper |
| --- | --- | --- | --- |
| LERP | 0.242 | Not recorded | 68fa6f651e209131cea45478 |
| Event Graph Model | 0.223 | Not recorded | 68fa6f651e209131cea45478 |
| Event Language Model | 0.169 | Not recorded | 68fa6f651e209131cea45478 |
| Sequential Pattern Mining | 0.138 | Not recorded | 68fa6f651e209131cea45478 |
| Human Schema | 0.072 | Not recorded | 68fa6f651e209131cea45478 |

### LERP

MRR: 0.242. Result ID: 6990ab0d3a6c314849024cfb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f651e209131cea45478.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f651e209131cea45478.md>)

[Implementation](<https://github.com/Glaciohound/LERP>)

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

### Event Graph Model

MRR: 0.223. Result ID: 6990ab0d3a6c314849024cfa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f651e209131cea45478.md>)

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

### Event Language Model

MRR: 0.169. Result ID: 6990ab0d3a6c314849024cf7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f651e209131cea45478.md>)

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

### Sequential Pattern Mining

MRR: 0.138. Result ID: 6990ab0d3a6c314849024cf8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f651e209131cea45478.md>)

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

### Human Schema

MRR: 0.072. Result ID: 6990ab0d3a6c314849024cf9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f651e209131cea45478.md>)

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.