# Information Retrieval Triplet Dataset (test) Source: [Information Retrieval Triplet Dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:13.666Z Evaluation of model performance on the test split of the Information Retrieval Triplet Dataset for Information Retrieval tasks. 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 | Information Retrieval | | Dataset (including any stated split) | Information Retrieval Triplet Dataset (test) | | Metric | Error Rate | | Unit | PERCENT | | Direction | Lower 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 - [Error Rate](): Lower is better; unit: PERCENT. ## Recorded results | Method | Error Rate | Result date | Report paper | | --- | --- | --- | --- | | Paragraph Vector | 3.82 | Not recorded | 68fa61601e209131ce9f3c6f | | Weighted Bag-of-bigrams | 5.67 | Not recorded | 68fa61601e209131ce9f3c6f | | Bag-of-bigrams | 7.28 | Not recorded | 68fa61601e209131ce9f3c6f | | Bag-of-words | 8.1 | Not recorded | 68fa61601e209131ce9f3c6f | | Vector Averaging | 10.25 | Not recorded | 68fa61601e209131ce9f3c6f | ### Paragraph Vector Error Rate: 3.82. Result ID: 698bcc0f7a967eddb7716ac8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"weighting":"TF-IDF"}. This record does not assert independent reproduction. ### Weighted Bag-of-bigrams Error Rate: 5.67. Result ID: 698bcc0f7a967eddb7716ac7. [Reporting paper]() Recorded evaluation configuration: {"weighting":"TF-IDF","learned\_linear\_matrix\_W":true}. This record does not assert independent reproduction. ### Bag-of-bigrams Error Rate: 7.28. Result ID: 698bcc0f7a967eddb7716ac6. [Reporting paper]() Recorded evaluation configuration: {"weighting":"TF-IDF"}. This record does not assert independent reproduction. ### Bag-of-words Error Rate: 8.1. Result ID: 698bcc0f7a967eddb7716ac5. [Reporting paper]() Recorded evaluation configuration: {"weighting":"TF-IDF"}. This record does not assert independent reproduction. ### Vector Averaging Error Rate: 10.25. Result ID: 698bcc0f7a967eddb7716ac4. [Reporting paper]() Recorded evaluation configuration: {"weighting":"TF-IDF"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.