# Transfer Performance Prediction on Amazon Reviews (test) Source: [Transfer Performance Prediction on Amazon Reviews (test)]() Collection index: [llms.txt]() Data updated: 2026-05-25T07:37:14.705Z Evaluation of Transfer Performance Prediction capability using the test split of the Amazon Reviews dataset, measured by Mean Spearman Correlation. 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 | Transfer Performance Prediction | | Dataset (including any stated split) | Amazon Reviews (test) | | Metric | Mean Spearman Correlation | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Mean Spearman Correlation](): Higher is better; unit: SCALAR. ## Recorded results | Method | Mean Spearman Correlation | Result date | Report paper | | --- | --- | --- | --- | | LogME | 7.72 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | S-OTDD | 6.5 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | TransRate | 6.29 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LogME | 3.53 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | S-OTDD | -3.4 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | TransRate | -6.58 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | NCE | -7.47 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | Reg. H-Score | -9.83 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | H-Score | -9.84 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LEEP | -11.27 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | RADAR | -11.96 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | RADAR | -15.83 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LEEP | -17.29 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | H-Score | -25.89 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | Reg. H-Score | -25.96 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | NCE | -26.64 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | ### LogME Mean Spearman Correlation: 7.72. Result ID: 6a13fbf1fbc373592c0ad2a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### S-OTDD Mean Spearman Correlation: 6.5. Result ID: 6a13fbf1fbc373592c0ad2a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### TransRate Mean Spearman Correlation: 6.29. Result ID: 6a13fbf1fbc373592c0ad2a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### LogME Mean Spearman Correlation: 3.53. Result ID: 6a13fbf1fbc373592c0ad2a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### S-OTDD Mean Spearman Correlation: -3.4. Result ID: 6a13fbf1fbc373592c0ad2a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### TransRate Mean Spearman Correlation: -6.58. Result ID: 6a13fbf1fbc373592c0ad2a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### NCE Mean Spearman Correlation: -7.47. Result ID: 6a13fbf1fbc373592c0ad2a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### Reg. H-Score Mean Spearman Correlation: -9.83. Result ID: 6a13fbf1fbc373592c0ad2a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### H-Score Mean Spearman Correlation: -9.84. Result ID: 6a13fbf1fbc373592c0ad29e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### LEEP Mean Spearman Correlation: -11.27. Result ID: 6a13fbf1fbc373592c0ad29c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### RADAR Mean Spearman Correlation: -11.96. Result ID: 6a13fbf1fbc373592c0ad2aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"EmbeddingGemma"}. This record does not assert independent reproduction. ### RADAR Mean Spearman Correlation: -15.83. Result ID: 6a13fbf1fbc373592c0ad2a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### LEEP Mean Spearman Correlation: -17.29. Result ID: 6a13fbf1fbc373592c0ad29b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### H-Score Mean Spearman Correlation: -25.89. Result ID: 6a13fbf1fbc373592c0ad29d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### Reg. H-Score Mean Spearman Correlation: -25.96. Result ID: 6a13fbf1fbc373592c0ad29f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. ### NCE Mean Spearman Correlation: -26.64. Result ID: 6a13fbf1fbc373592c0ad2a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-Embedding"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.