# Localized Detection on BR-Gen (test) Source: [Localized Detection on BR-Gen (test)]() Collection index: [llms.txt]() Data updated: 2026-03-11T07:54:21.182Z Evaluation of Localized Detection performance on the test split of the BR-Gen dataset, reporting metrics such as Recall@50, F1, and IoU. 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 | Localized Detection | | Dataset (including any stated split) | BR-Gen (test) | | Metric | Real Recall@50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Real Recall@50](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. - [Recall@50](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [GAN Recall@50](): Higher is better; unit: PERCENT. - [Diffusion Recall@50](): Higher is better; unit: PERCENT. - [Background Recall@50](): Higher is better; unit: PERCENT. - [Stuff Recall@50](): Higher is better; unit: PERCENT. ## Recorded results | Method | Real Recall@50 | Result date | Report paper | | --- | --- | --- | --- | | NFA-ViT | 99.2 | Not recorded | 68fa78241e209131cea76fb5 | | SparseViT | 98.4 | Not recorded | 68fa78241e209131cea76fb5 | | Trufor | 94.4 | Not recorded | 68fa78241e209131cea76fb5 | | PSCC-Net | 93.5 | Not recorded | 68fa78241e209131cea76fb5 | | MVSS-Net | 90.3 | Not recorded | 68fa78241e209131cea76fb5 | | ManTranet | 85.3 | Not recorded | 68fa78241e209131cea76fb5 | ### NFA-ViT Real Recall@50: 99.2. Result ID: 69b11faa6dbb7075b95b4c50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SegFormer (b2 image encoder, b0 noise encoder)"}. This record does not assert independent reproduction. ### SparseViT Real Recall@50: 98.4. Result ID: 69b11faa6dbb7075b95b4c4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Trufor Real Recall@50: 94.4. Result ID: 69b11faa6dbb7075b95b4c4e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSCC-Net Real Recall@50: 93.5. Result ID: 69b11faa6dbb7075b95b4c4d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MVSS-Net Real Recall@50: 90.3. Result ID: 69b11faa6dbb7075b95b4c4c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ManTranet Real Recall@50: 85.3. Result ID: 69b11faa6dbb7075b95b4c4b. [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.