{ "CapsViT-IDCA": { "best_val_acc": 0.4431, "best_wups": 0.7310047448738624, "best_f1w": 0.40743780110832356, "best_f1m": 0.22799827216143378, "best_epoch": 8, "total_epochs_trained": 16, "delta_vs_baseline_va_pp": 4.23 }, "CapsViT-Seq": { "best_val_acc": 0.4149, "best_wups": 0.7148446004279873, "best_f1w": 0.37888333866225754, "best_f1m": 0.1395816824502512, "best_epoch": 7, "total_epochs_trained": 15, "delta_vs_baseline_va_pp": 1.4100000000000001 }, "CapsViT-Par": { "best_val_acc": 0.4095, "best_wups": 0.7049101679297759, "best_f1w": 0.358701535101385, "best_f1m": 0.13538370025137422, "best_epoch": 8, "total_epochs_trained": 16, "delta_vs_baseline_va_pp": 0.8699999999999986 }, "Baseline-ViT": { "best_val_acc": 0.4008, "best_wups": 0.7062420049675134, "best_f1w": 0.36060653020284683, "best_f1m": 0.1291412274020514, "best_epoch": 7, "total_epochs_trained": 15, "delta_vs_baseline_va_pp": 0.0 } }