# Sustainable Recommendation on Bundle

Source: [Sustainable Recommendation on Bundle](<https://www.sota2.com/research/sota/sustainable-recommendation-on-bundle>)

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

Data updated: 2026-03-12T09:37:50.257Z

Evaluation of Sustainable Recommendation performance on the Bundle dataset, using Hit Rate (HR) and Normalized Discounted Cumulative Gain (NDCG) at K=1 and K=5.

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 | Sustainable Recommendation |
| Dataset (including any stated split) | Bundle |
| Metric | HR@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [HR@1](<https://www.sota2.com/research/sota/sustainable-recommendation-on-bundle.md?metric=HR%401>): Higher is better; unit: PERCENT.

- [HR@5](<https://www.sota2.com/research/sota/sustainable-recommendation-on-bundle.md?metric=HR%405>): Higher is better; unit: PERCENT.

- [NDCG@1](<https://www.sota2.com/research/sota/sustainable-recommendation-on-bundle.md?metric=NDCG%401>): Higher is better; unit: PERCENT.

- [NDCG@5](<https://www.sota2.com/research/sota/sustainable-recommendation-on-bundle.md?metric=NDCG%405>): Higher is better; unit: PERCENT.

## Recorded results

| Method | HR@1 | Result date | Report paper |
| --- | --- | --- | --- |
| LLMGreenRec | 39.5 | Not recorded | 69b24895d030084c22e2f968 |

### LLMGreenRec

HR@1: 39.5. Result ID: 69b289516dbb7075b95d8dfa.

[Reporting paper](<https://www.sota2.com/research/paper/69b24895d030084c22e2f968.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b24895d030084c22e2f968.md>)

Recorded evaluation configuration: {"evaluation\_mode":"sustainable"}. This record does not assert independent reproduction.

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