# Two-sample Testing on Yearbook 1955-1974 vs 1975-1994 original (test) Source: [Two-sample Testing on Yearbook 1955-1974 vs 1975-1994 original (test)]() Collection index: [llms.txt]() Data updated: 2026-06-16T11:02:16.700Z Evaluation of Two-sample Testing performance on the test split of the Yearbook dataset comparing the 1955-1974 period against the 1975-1994 period, measured by statistical power. 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 | Two-sample Testing | | Dataset (including any stated split) | Yearbook 1955-1974 vs 1975-1994 original (test) | | Metric | Statistical Power | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 - [Statistical Power](): Higher is better; unit: SCALAR. ## Recorded results | Method | Statistical Power | Result date | Report paper | | --- | --- | --- | --- | | PReLU | 0.983 | Not recorded | 6a30d91fd33dfb23e783d316 | | MMD | 0.983 | Not recorded | 6a30d91fd33dfb23e783d316 | | ReLU | 0.978 | Not recorded | 6a30d91fd33dfb23e783d316 | | Wass | 0.955 | Not recorded | 6a30d91fd33dfb23e783d316 | | ReLU | 0.94 | Not recorded | 6a30d91fd33dfb23e783d316 | | PReLU | 0.935 | Not recorded | 6a30d91fd33dfb23e783d316 | | MMD | 0.924 | Not recorded | 6a30d91fd33dfb23e783d316 | | Wass | 0.875 | Not recorded | 6a30d91fd33dfb23e783d316 | | PReLU | 0.781 | Not recorded | 6a30d91fd33dfb23e783d316 | | ReLU | 0.776 | Not recorded | 6a30d91fd33dfb23e783d316 | | MMD | 0.774 | Not recorded | 6a30d91fd33dfb23e783d316 | | Wass | 0.704 | Not recorded | 6a30d91fd33dfb23e783d316 | | DNN | 0.607 | Not recorded | 6a30d91fd33dfb23e783d316 | | SIPM | 0.599 | Not recorded | 6a30d91fd33dfb23e783d316 | | PReLU | 0.509 | Not recorded | 6a30d91fd33dfb23e783d316 | | MMD | 0.507 | Not recorded | 6a30d91fd33dfb23e783d316 | | ReLU | 0.497 | Not recorded | 6a30d91fd33dfb23e783d316 | | Cucconi | 0.492 | Not recorded | 6a30d91fd33dfb23e783d316 | | Lepage | 0.484 | Not recorded | 6a30d91fd33dfb23e783d316 | | SIPM | 0.455 | Not recorded | 6a30d91fd33dfb23e783d316 | | Wass | 0.452 | Not recorded | 6a30d91fd33dfb23e783d316 | | KS | 0.431 | Not recorded | 6a30d91fd33dfb23e783d316 | | Cucconi | 0.389 | Not recorded | 6a30d91fd33dfb23e783d316 | | DNN | 0.388 | Not recorded | 6a30d91fd33dfb23e783d316 | | Lepage | 0.38 | Not recorded | 6a30d91fd33dfb23e783d316 | | KS | 0.337 | Not recorded | 6a30d91fd33dfb23e783d316 | | SIPM | 0.308 | Not recorded | 6a30d91fd33dfb23e783d316 | | Cucconi | 0.233 | Not recorded | 6a30d91fd33dfb23e783d316 | | Lepage | 0.231 | Not recorded | 6a30d91fd33dfb23e783d316 | | KS | 0.216 | Not recorded | 6a30d91fd33dfb23e783d316 | | SIPM | 0.189 | Not recorded | 6a30d91fd33dfb23e783d316 | | DNN | 0.159 | Not recorded | 6a30d91fd33dfb23e783d316 | | Cucconi | 0.151 | Not recorded | 6a30d91fd33dfb23e783d316 | | KS | 0.133 | Not recorded | 6a30d91fd33dfb23e783d316 | | Lepage | 0.129 | Not recorded | 6a30d91fd33dfb23e783d316 | | DNN | 0 | Not recorded | 6a30d91fd33dfb23e783d316 | ### PReLU Statistical Power: 0.983. Result ID: 6a312d1ffbc373592c2e795f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### MMD Statistical Power: 0.983. Result ID: 6a312d1ffbc373592c2e7962. [Reporting paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### ReLU Statistical Power: 0.978. Result ID: 6a312d1ffbc373592c2e7960. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### Wass Statistical Power: 0.955. Result ID: 6a312d1ffbc373592c2e7963. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### ReLU Statistical Power: 0.94. Result ID: 6a312d1ffbc373592c2e7957. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### PReLU Statistical Power: 0.935. Result ID: 6a312d1ffbc373592c2e7956. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### MMD Statistical Power: 0.924. Result ID: 6a312d1ffbc373592c2e7959. [Reporting paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### Wass Statistical Power: 0.875. Result ID: 6a312d1ffbc373592c2e795a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### PReLU Statistical Power: 0.781. Result ID: 6a312d1ffbc373592c2e794d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### ReLU Statistical Power: 0.776. Result ID: 6a312d1ffbc373592c2e794e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### MMD Statistical Power: 0.774. Result ID: 6a312d1ffbc373592c2e7950. [Reporting paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### Wass Statistical Power: 0.704. Result ID: 6a312d1ffbc373592c2e7951. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### DNN Statistical Power: 0.607. Result ID: 6a312d1ffbc373592c2e7964. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### SIPM Statistical Power: 0.599. Result ID: 6a312d1ffbc373592c2e7961. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### PReLU Statistical Power: 0.509. Result ID: 6a312d1ffbc373592c2e7944. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### MMD Statistical Power: 0.507. Result ID: 6a312d1ffbc373592c2e7947. [Reporting paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### ReLU Statistical Power: 0.497. Result ID: 6a312d1ffbc373592c2e7945. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### Cucconi Statistical Power: 0.492. Result ID: 6a312d1ffbc373592c2e7965. [Reporting paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### Lepage Statistical Power: 0.484. Result ID: 6a312d1ffbc373592c2e7966. [Reporting paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### SIPM Statistical Power: 0.455. Result ID: 6a312d1ffbc373592c2e7958. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### Wass Statistical Power: 0.452. Result ID: 6a312d1ffbc373592c2e7948. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### KS Statistical Power: 0.431. Result ID: 6a312d1ffbc373592c2e7967. [Reporting paper]() Recorded evaluation configuration: {"n + m":"100"}. This record does not assert independent reproduction. ### Cucconi Statistical Power: 0.389. Result ID: 6a312d1ffbc373592c2e795c. [Reporting paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### DNN Statistical Power: 0.388. Result ID: 6a312d1ffbc373592c2e795b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### Lepage Statistical Power: 0.38. Result ID: 6a312d1ffbc373592c2e795d. [Reporting paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### KS Statistical Power: 0.337. Result ID: 6a312d1ffbc373592c2e795e. [Reporting paper]() Recorded evaluation configuration: {"n + m":"80"}. This record does not assert independent reproduction. ### SIPM Statistical Power: 0.308. Result ID: 6a312d1ffbc373592c2e794f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### Cucconi Statistical Power: 0.233. Result ID: 6a312d1ffbc373592c2e7953. [Reporting paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### Lepage Statistical Power: 0.231. Result ID: 6a312d1ffbc373592c2e7954. [Reporting paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### KS Statistical Power: 0.216. Result ID: 6a312d1ffbc373592c2e7955. [Reporting paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### SIPM Statistical Power: 0.189. Result ID: 6a312d1ffbc373592c2e7946. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### DNN Statistical Power: 0.159. Result ID: 6a312d1ffbc373592c2e7952. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"60"}. This record does not assert independent reproduction. ### Cucconi Statistical Power: 0.151. Result ID: 6a312d1ffbc373592c2e794a. [Reporting paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### KS Statistical Power: 0.133. Result ID: 6a312d1ffbc373592c2e794c. [Reporting paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### Lepage Statistical Power: 0.129. Result ID: 6a312d1ffbc373592c2e794b. [Reporting paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. ### DNN Statistical Power: 0. Result ID: 6a312d1ffbc373592c2e7949. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n + m":"40"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.