CapsViT_VQAv2-checkpoints / CapsViT_VQAv2_summary.json
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{
"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
}
}