# Neuro-trauma detection on Neuro-Trauma Dataset all 16 findings Source: [Neuro-trauma detection on Neuro-Trauma Dataset all 16 findings]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:35:10.810Z Evaluation of models for neuro-trauma detection using the 'Neuro-Trauma Dataset all 16 findings', typically measured using Average AUC. 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 | Neuro-trauma detection | | Dataset (including any stated split) | Neuro-Trauma Dataset all 16 findings | | Metric | Average AUC | | Unit | SCALAR | | Direction | Higher 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 - [Average AUC](): Higher is better; unit: SCALAR. ## Recorded results | Method | Average AUC | Result date | Report paper | | --- | --- | --- | --- | | DeepCNTD-Net | 0.861 | Not recorded | 68fa77291e209131cea717a1 | | CT-CLIP | 0.835 | Not recorded | 68fa77291e209131cea717a1 | ### DeepCNTD-Net Average AUC: 0.861. Result ID: 69946bd23a6c3148491d212c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"hemSegFeat":"true","brainAnatFeat":"true"}. This record does not assert independent reproduction. ### CT-CLIP Average AUC: 0.835. Result ID: 69946bd23a6c3148491d212b. [Reporting 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.