
ori_all_training.tar Contains all raw data outside the test set 2025_85_720[_per**}.tar The dataset comprises data excluded from the test set, which have been processed through SAM-based semantic segmentation followed by a series of augmentation techniques, including random contrast adjustment, cropping, noise addition, mirroring, and rotation. 2025_15_100.tar Test set seg.tar Semantic Segmentation Models and Annotated Datasets model_resnet_efficientnet_vit.zip Models trained by transfer learning model_resnet_efficientnet_vit_from_scratch.zip Models trained from scratch model_fintuning.zip Models trained through SimCLR and fine-tuning
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
