# Landslide Detection on L4S full dataset (test) Source: [Landslide Detection on L4S full dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-05-20T06:37:12.104Z Evaluation of Landslide Detection performance on the test split of the L4S full dataset, reporting mIoU, F1, Precision, Recall, and mAcc. 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 | Landslide Detection | | Dataset (including any stated split) | L4S full dataset (test) | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [mAcc](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | ResNet34 | 74.7 | Not recorded | 68fa79c61e209131cea7f4fb | | VGG16 | 73.57 | Not recorded | 68fa79c61e209131cea7f4fb | | EfficientNet-B0 | 73.41 | Not recorded | 68fa79c61e209131cea7f4fb | | ResNeXt50\_32X4D | 73.3 | Not recorded | 68fa79c61e209131cea7f4fb | | SeResNet-50 | 73.28 | Not recorded | 68fa79c61e209131cea7f4fb | | DenseNet121 | 72.9 | Not recorded | 68fa79c61e209131cea7f4fb | | SeResNeXt50\_32x4D | 72.79 | Not recorded | 68fa79c61e209131cea7f4fb | | InceptionV4 | 72.46 | Not recorded | 68fa79c61e209131cea7f4fb | | InceptionResNetV2 | 71.51 | Not recorded | 68fa79c61e209131cea7f4fb | | DeepLabV3+ | 71.41 | Not recorded | 68fa79c61e209131cea7f4fb | | MobileNetV2 | 71.19 | Not recorded | 68fa79c61e209131cea7f4fb | | U-Net | 70.12 | Not recorded | 68fa79c61e209131cea7f4fb | | MiT-B1 | 69.89 | Not recorded | 68fa79c61e209131cea7f4fb | | Prithvi-EO-2.0-300M | 60.7 | Not recorded | 68fa76c71e209131cea6efa2 | | U-Net | 59.7 | Not recorded | 68fa76c71e209131cea6efa2 | | Prithvi-EO-2.0-600M | 58.6 | Not recorded | 68fa76c71e209131cea6efa2 | | U-Net++ | 57 | Not recorded | 68fa76c71e209131cea6efa2 | ### ResNet34 F1 Score: 74.7. Result ID: 6a0d5681fbc373592c04bfd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ResNet34-based U-Net"}. This record does not assert independent reproduction. ### VGG16 F1 Score: 73.57. Result ID: 6a0d5681fbc373592c04bfd5. [Reporting paper]() Recorded evaluation configuration: {"Models":"VGG16"}. This record does not assert independent reproduction. ### EfficientNet-B0 F1 Score: 73.41. Result ID: 6a0d5681fbc373592c04bfd6. [Reporting paper]() Recorded evaluation configuration: {"Models":"EfficientNet-B0"}. This record does not assert independent reproduction. ### ResNeXt50\_32X4D F1 Score: 73.3. Result ID: 6a0d5681fbc373592c04bfd7. [Reporting paper]() Recorded evaluation configuration: {"Models":"ResNeXt50\_32X4D"}. This record does not assert independent reproduction. ### SeResNet-50 F1 Score: 73.28. Result ID: 6a0d5681fbc373592c04bfd8. [Reporting paper]() Recorded evaluation configuration: {"Models":"SeResNet-50"}. This record does not assert independent reproduction. ### DenseNet121 F1 Score: 72.9. Result ID: 6a0d5681fbc373592c04bfd9. [Reporting paper]() Recorded evaluation configuration: {"Models":"DenseNet121"}. This record does not assert independent reproduction. ### SeResNeXt50\_32x4D F1 Score: 72.79. Result ID: 6a0d5681fbc373592c04bfda. [Reporting paper]() Recorded evaluation configuration: {"Models":"SeResNeXt50\_32x4D"}. This record does not assert independent reproduction. ### InceptionV4 F1 Score: 72.46. Result ID: 6a0d5681fbc373592c04bfdb. [Reporting paper]() Recorded evaluation configuration: {"Models":"InceptionV4"}. This record does not assert independent reproduction. ### InceptionResNetV2 F1 Score: 71.51. Result ID: 6a0d5681fbc373592c04bfdc. [Reporting paper]() Recorded evaluation configuration: {"Models":"InceptionResNetV2"}. This record does not assert independent reproduction. ### DeepLabV3+ F1 Score: 71.41. Result ID: 6a0d5681fbc373592c04bfdd. [Reporting paper]() Recorded evaluation configuration: {"Models":"DeepLabV3+"}. This record does not assert independent reproduction. ### MobileNetV2 F1 Score: 71.19. Result ID: 6a0d5681fbc373592c04bfde. [Reporting paper]() Recorded evaluation configuration: {"Models":"MobileNetV2"}. This record does not assert independent reproduction. ### U-Net F1 Score: 70.12. Result ID: 6a0d5681fbc373592c04bfdf. [Reporting paper]() Recorded evaluation configuration: {"Models":"U-Net"}. This record does not assert independent reproduction. ### MiT-B1 F1 Score: 69.89. Result ID: 6a0d5681fbc373592c04bfe0. [Reporting paper]() Recorded evaluation configuration: {"Models":"MiT-B1"}. This record does not assert independent reproduction. ### Prithvi-EO-2.0-300M F1 Score: 60.7. Result ID: 69afc37a6dbb7075b9579460. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"loss":"Lovasz"}. This record does not assert independent reproduction. ### U-Net F1 Score: 59.7. Result ID: 69afc37a6dbb7075b957945e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"loss":"wCE"}. This record does not assert independent reproduction. ### Prithvi-EO-2.0-600M F1 Score: 58.6. Result ID: 69afc37a6dbb7075b9579461. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"loss":"wCE"}. This record does not assert independent reproduction. ### U-Net++ F1 Score: 57. Result ID: 69afc37a6dbb7075b957945f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"loss":"wCE"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.