# Source-target Transfer on ECLeKTic Source: [Source-target Transfer on ECLeKTic]() Collection index: [llms.txt]() Data updated: 2026-06-18T07:22:13.536Z Evaluation of source-target transfer performance using the ECLeKTic dataset, measured by the transfer-score metric. 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 | Source-target Transfer | | Dataset (including any stated split) | ECLeKTic | | Metric | Transfer Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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 - [Transfer Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Transfer Score | Result date | Report paper | | --- | --- | --- | --- | | TrEn-5 | 55.6 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-3 | 54.8 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-5 | 54.8 | Not recorded | 68fa7c461e209131cea8d5a3 | | TEA | 54.7 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-1 | 54.5 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-1 | 51.9 | Not recorded | 68fa7c461e209131cea8d5a3 | | Baseline | 51.3 | Not recorded | 68fa7c461e209131cea8d5a3 | | Baseline | 50.9 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-3 | 50.5 | Not recorded | 68fa7c461e209131cea8d5a3 | | TEA | 50.1 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-5 | 45.3 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-3 | 44.7 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-1 | 42.8 | Not recorded | 68fa7c461e209131cea8d5a3 | | TEA | 41.9 | Not recorded | 68fa7c461e209131cea8d5a3 | | Baseline | 40.2 | Not recorded | 68fa7c461e209131cea8d5a3 | | TEA | 36.2 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-3 | 35.8 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-5 | 35.7 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-3 | 33.7 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-5 | 32.5 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-1 | 31.7 | Not recorded | 68fa7c461e209131cea8d5a3 | | TrEn-1 | 30.8 | Not recorded | 68fa7c461e209131cea8d5a3 | | Baseline | 29 | Not recorded | 68fa7c461e209131cea8d5a3 | | TEA | 27.9 | Not recorded | 68fa7c461e209131cea8d5a3 | | Baseline | 23.7 | Not recorded | 68fa7c461e209131cea8d5a3 | ### TrEn-5 Transfer Score: 55.6. Result ID: 6a339c6ffbc373592c307886. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Pro","k":"5"}. This record does not assert independent reproduction. ### TrEn-3 Transfer Score: 54.8. Result ID: 6a339c6ffbc373592c307883. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5","k":"3"}. This record does not assert independent reproduction. ### TrEn-5 Transfer Score: 54.8. Result ID: 6a339c6ffbc373592c307888. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5","k":"5"}. This record does not assert independent reproduction. ### TEA Transfer Score: 54.7. Result ID: 6a339c6ffbc373592c307877. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Pro"}. This record does not assert independent reproduction. ### TrEn-1 Transfer Score: 54.5. Result ID: 6a339c6ffbc373592c30787e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5","k":"1"}. This record does not assert independent reproduction. ### TrEn-1 Transfer Score: 51.9. Result ID: 6a339c6ffbc373592c30787c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Pro","k":"1"}. This record does not assert independent reproduction. ### Baseline Transfer Score: 51.3. Result ID: 6a339c6ffbc373592c307872. [Reporting paper]() Recorded evaluation configuration: {"Model":"G-2.5-Pro"}. This record does not assert independent reproduction. ### Baseline Transfer Score: 50.9. Result ID: 6a339c6ffbc373592c307874. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-5"}. This record does not assert independent reproduction. ### TrEn-3 Transfer Score: 50.5. Result ID: 6a339c6ffbc373592c307881. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Pro","k":"3"}. This record does not assert independent reproduction. ### TEA Transfer Score: 50.1. Result ID: 6a339c6ffbc373592c307879. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5"}. This record does not assert independent reproduction. ### TrEn-5 Transfer Score: 45.3. Result ID: 6a339c6ffbc373592c307885. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Flash","k":"5"}. This record does not assert independent reproduction. ### TrEn-3 Transfer Score: 44.7. Result ID: 6a339c6ffbc373592c307880. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Flash","k":"3"}. This record does not assert independent reproduction. ### TrEn-1 Transfer Score: 42.8. Result ID: 6a339c6ffbc373592c30787b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Flash","k":"1"}. This record does not assert independent reproduction. ### TEA Transfer Score: 41.9. Result ID: 6a339c6ffbc373592c307876. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"G-2.5-Flash"}. This record does not assert independent reproduction. ### Baseline Transfer Score: 40.2. Result ID: 6a339c6ffbc373592c307871. [Reporting paper]() Recorded evaluation configuration: {"Model":"G-2.5-Flash"}. This record does not assert independent reproduction. ### TEA Transfer Score: 36.2. Result ID: 6a339c6ffbc373592c30787a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Deepseek"}. This record does not assert independent reproduction. ### TrEn-3 Transfer Score: 35.8. Result ID: 6a339c6ffbc373592c307884. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Deepseek","k":"3"}. This record does not assert independent reproduction. ### TrEn-5 Transfer Score: 35.7. Result ID: 6a339c6ffbc373592c307889. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Deepseek","k":"5"}. This record does not assert independent reproduction. ### TrEn-3 Transfer Score: 33.7. Result ID: 6a339c6ffbc373592c307882. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5-mini","k":"3"}. This record does not assert independent reproduction. ### TrEn-5 Transfer Score: 32.5. Result ID: 6a339c6ffbc373592c307887. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5-mini","k":"5"}. This record does not assert independent reproduction. ### TrEn-1 Transfer Score: 31.7. Result ID: 6a339c6ffbc373592c30787d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5-mini","k":"1"}. This record does not assert independent reproduction. ### TrEn-1 Transfer Score: 30.8. Result ID: 6a339c6ffbc373592c30787f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Deepseek","k":"1"}. This record does not assert independent reproduction. ### Baseline Transfer Score: 29. Result ID: 6a339c6ffbc373592c307873. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT-5-mini"}. This record does not assert independent reproduction. ### TEA Transfer Score: 27.9. Result ID: 6a339c6ffbc373592c307878. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-5-mini"}. This record does not assert independent reproduction. ### Baseline Transfer Score: 23.7. Result ID: 6a339c6ffbc373592c307875. [Reporting paper]() Recorded evaluation configuration: {"Model":"Deepseek"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.