# Energy Profile Prediction on QM9 (test) Source: [Energy Profile Prediction on QM9 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-07T08:43:12.493Z Evaluation of models on predicting molecular energy profiles using the test split of the QM9 dataset, measured using W1 distance. 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 | Energy Profile Prediction | | Dataset (including any stated split) | QM9 (test) | | Metric | W1 Distance | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 2 of 2 | | 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 - [W1 Distance](): Lower is better; unit: SCALAR. ## Recorded results | Method | W1 Distance | Result date | Report paper | | --- | --- | --- | --- | | EGINTERPOLATOR-CASC | 0.8127 | Not recorded | 69d48f767d0172140ec74255 | | GeoTDM | 2.9201 | Not recorded | 69d48f767d0172140ec74255 | ### EGINTERPOLATOR-CASC W1 Distance: 0.8127. Result ID: 69d4c38447f34ce924bc9c76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GeoTDM W1 Distance: 2.9201. Result ID: 69d4c38447f34ce924bc9c77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.