Task: dnasplice, Model: fabihamakhdoomi/TinyDNABERT, Config: base_model, Training Time: 468.7715392112732, Metrics: {'eval_loss': 0.6981738209724426, 'eval_accuracy': 0.9202178788849728, 'eval_recall': 0.7544378698224852, 'eval_specificity': 0.9660531697341513, 'eval_mcc': 0.7565288289137028, 'eval_roc_auc': 0.9536779564622887, 'eval_precision': 0.8600337268128162, 'eval_f1': 0.8037825059101655, 'eval_true_pos': 510, 'eval_true_neg': 2362, 'eval_false_pos': 83, 'eval_false_neg': 166, 'eval_runtime': 2.8254, 'eval_samples_per_second': 1104.619, 'eval_steps_per_second': 110.78, 'epoch': 25.0}
Task: dnasplice, Model: fabihamakhdoomi/TinyDNABERT, Config: attention_plus_feed_forward, Training Time: 550.877524137497, Metrics: {'eval_loss': 0.3186633586883545, 'eval_accuracy': 0.8766421018904197, 'eval_recall': 0.4985207100591716, 'eval_specificity': 0.9811860940695296, 'eval_mcc': 0.6022440934663668, 'eval_roc_auc': 0.8810529882261832, 'eval_precision': 0.8798955613577023, 'eval_f1': 0.6364494806421152, 'eval_true_pos': 337, 'eval_true_neg': 2399, 'eval_false_pos': 46, 'eval_false_neg': 339, 'eval_runtime': 3.3308, 'eval_samples_per_second': 937.023, 'eval_steps_per_second': 93.973, 'epoch': 25.0}
Task: tfbs, Model: fabihamakhdoomi/TinyDNABERT, Config: base_model, Training Time: 469.97587299346924, Metrics: {'eval_loss': 2.653303384780884, 'eval_accuracy': 0.6578019865427748, 'eval_recall': 0.6830497794580971, 'eval_specificity': 0.6316818774445893, 'eval_mcc': 0.3151935621806032, 'eval_roc_auc': 0.6742539817897865, 'eval_precision': 0.6573681018799272, 'eval_f1': 0.6699629171817059, 'eval_true_pos': 1084, 'eval_true_neg': 969, 'eval_false_pos': 565, 'eval_false_neg': 503, 'eval_runtime': 2.7557, 'eval_samples_per_second': 1132.56, 'eval_steps_per_second': 113.583, 'epoch': 25.0}
Task: tfbs, Model: fabihamakhdoomi/TinyDNABERT, Config: attention_plus_feed_forward, Training Time: 549.6457896232605, Metrics: {'eval_loss': 0.635671079158783, 'eval_accuracy': 0.6536366549182954, 'eval_recall': 0.6962822936357907, 'eval_specificity': 0.6095176010430248, 'eval_mcc': 0.307056824567405, 'eval_roc_auc': 0.7121371574288815, 'eval_precision': 0.6484741784037559, 'eval_f1': 0.6715284108173807, 'eval_true_pos': 1105, 'eval_true_neg': 935, 'eval_false_pos': 599, 'eval_false_neg': 482, 'eval_runtime': 3.2385, 'eval_samples_per_second': 963.73, 'eval_steps_per_second': 96.651, 'epoch': 25.0}
Task: dnaprom, Model: fabihamakhdoomi/TinyDNABERT, Config: base_model, Training Time: 470.97279715538025, Metrics: {'eval_loss': 0.9456052184104919, 'eval_accuracy': 0.887536046139058, 'eval_recall': 0.9066073697585769, 'eval_specificity': 0.8681318681318682, 'eval_mcc': 0.7755020642874026, 'eval_roc_auc': 0.9237130684548279, 'eval_precision': 0.8749233599019006, 'eval_f1': 0.8904836193447738, 'eval_true_pos': 1427, 'eval_true_neg': 1343, 'eval_false_pos': 204, 'eval_false_neg': 147, 'eval_runtime': 2.8069, 'eval_samples_per_second': 1111.884, 'eval_steps_per_second': 111.509, 'epoch': 25.0}
Task: dnaprom, Model: fabihamakhdoomi/TinyDNABERT, Config: attention_plus_feed_forward, Training Time: 558.7053642272949, Metrics: {'eval_loss': 0.3336106240749359, 'eval_accuracy': 0.8583787247677026, 'eval_recall': 0.8875476493011436, 'eval_specificity': 0.8287007110536523, 'eval_mcc': 0.7177414140554846, 'eval_roc_auc': 0.9391871302327989, 'eval_precision': 0.8405535499398316, 'eval_f1': 0.8634116192830655, 'eval_true_pos': 1397, 'eval_true_neg': 1282, 'eval_false_pos': 265, 'eval_false_neg': 177, 'eval_runtime': 3.2789, 'eval_samples_per_second': 951.851, 'eval_steps_per_second': 95.46, 'epoch': 25.0}