Spaces:
Running
Running
| { | |
| "task": { | |
| "id": "ecoli_operonic_pair", | |
| "display_name": "E.coli Operonic Pair", | |
| "description": "Evaluate on E.coli K-12 operonic pair classification task.", | |
| "modality": "protein", | |
| "type": "pair_classification", | |
| "datasets": [ | |
| { | |
| "path": "tattabio/ecoli_operonic_pair", | |
| "revision": "a62c01143a842696fc8200b91c1acb825e8cb891" | |
| } | |
| ], | |
| "primary_metric_id": "top_ap" | |
| }, | |
| "model": { | |
| "hf_name": "Rostlab/prot_t5_xl_uniref50", | |
| "revision": "...", | |
| "num_layers": 24, | |
| "num_params": 1208141824, | |
| "embed_dim": 1024 | |
| }, | |
| "dgeb_version": "0.0.0", | |
| "results": [ | |
| { | |
| "layer_number": 12, | |
| "layer_display_name": "12", | |
| "metrics": [ | |
| { | |
| "id": "cos_sim_accuracy", | |
| "display_name": "cos_sim_accuracy", | |
| "description": null, | |
| "value": 0.6541492814093649 | |
| }, | |
| { | |
| "id": "cos_sim_accuracy_threshold", | |
| "display_name": "cos_sim_accuracy_threshold", | |
| "description": null, | |
| "value": 0.9587552547454834 | |
| }, | |
| { | |
| "id": "cos_sim_f1", | |
| "display_name": "cos_sim_f1", | |
| "description": null, | |
| "value": 0.6128899835796389 | |
| }, | |
| { | |
| "id": "cos_sim_f1_threshold", | |
| "display_name": "cos_sim_f1_threshold", | |
| "description": null, | |
| "value": 0.9337368011474609 | |
| }, | |
| { | |
| "id": "cos_sim_precision", | |
| "display_name": "cos_sim_precision", | |
| "description": null, | |
| "value": 0.47776 | |
| }, | |
| { | |
| "id": "cos_sim_recall", | |
| "display_name": "cos_sim_recall", | |
| "description": null, | |
| "value": 0.8546078992558672 | |
| }, | |
| { | |
| "id": "cos_sim_ap", | |
| "display_name": "cos_sim_ap", | |
| "description": null, | |
| "value": 0.5843393095554787 | |
| }, | |
| { | |
| "id": "manhattan_accuracy", | |
| "display_name": "manhattan_accuracy", | |
| "description": null, | |
| "value": 0.6328233657858137 | |
| }, | |
| { | |
| "id": "manhattan_accuracy_threshold", | |
| "display_name": "manhattan_accuracy_threshold", | |
| "description": null, | |
| "value": 5367.236328125 | |
| }, | |
| { | |
| "id": "manhattan_f1", | |
| "display_name": "manhattan_f1", | |
| "description": null, | |
| "value": 0.5791978246091095 | |
| }, | |
| { | |
| "id": "manhattan_f1_threshold", | |
| "display_name": "manhattan_f1_threshold", | |
| "description": null, | |
| "value": 8266.498046875 | |
| }, | |
| { | |
| "id": "manhattan_precision", | |
| "display_name": "manhattan_precision", | |
| "description": null, | |
| "value": 0.41189267585206674 | |
| }, | |
| { | |
| "id": "manhattan_recall", | |
| "display_name": "manhattan_recall", | |
| "description": null, | |
| "value": 0.9753863766456783 | |
| }, | |
| { | |
| "id": "manhattan_ap", | |
| "display_name": "manhattan_ap", | |
| "description": null, | |
| "value": 0.5170368370974361 | |
| }, | |
| { | |
| "id": "euclidean_accuracy", | |
| "display_name": "euclidean_accuracy", | |
| "description": null, | |
| "value": 0.6481223922114048 | |
| }, | |
| { | |
| "id": "euclidean_accuracy_threshold", | |
| "display_name": "euclidean_accuracy_threshold", | |
| "description": null, | |
| "value": 246.59368896484375 | |
| }, | |
| { | |
| "id": "euclidean_f1", | |
| "display_name": "euclidean_f1", | |
| "description": null, | |
| "value": 0.6126373626373627 | |
| }, | |
| { | |
| "id": "euclidean_f1_threshold", | |
| "display_name": "euclidean_f1_threshold", | |
| "description": null, | |
| "value": 339.4747314453125 | |
| }, | |
| { | |
| "id": "euclidean_precision", | |
| "display_name": "euclidean_precision", | |
| "description": null, | |
| "value": 0.46610928635413557 | |
| }, | |
| { | |
| "id": "euclidean_recall", | |
| "display_name": "euclidean_recall", | |
| "description": null, | |
| "value": 0.8935317687464225 | |
| }, | |
| { | |
| "id": "euclidean_ap", | |
| "display_name": "euclidean_ap", | |
| "description": null, | |
| "value": 0.563578784188266 | |
| }, | |
| { | |
| "id": "dot_accuracy", | |
| "display_name": "dot_accuracy", | |
| "description": null, | |
| "value": 0.6321279554937413 | |
| }, | |
| { | |
| "id": "dot_accuracy_threshold", | |
| "display_name": "dot_accuracy_threshold", | |
| "description": null, | |
| "value": 748599.9375 | |
| }, | |
| { | |
| "id": "dot_f1", | |
| "display_name": "dot_f1", | |
| "description": null, | |
| "value": 0.594391785150079 | |
| }, | |
| { | |
| "id": "dot_f1_threshold", | |
| "display_name": "dot_f1_threshold", | |
| "description": null, | |
| "value": 589889.0 | |
| }, | |
| { | |
| "id": "dot_precision", | |
| "display_name": "dot_precision", | |
| "description": null, | |
| "value": 0.45372324389508595 | |
| }, | |
| { | |
| "id": "dot_recall", | |
| "display_name": "dot_recall", | |
| "description": null, | |
| "value": 0.8614768174012593 | |
| }, | |
| { | |
| "id": "dot_ap", | |
| "display_name": "dot_ap", | |
| "description": null, | |
| "value": 0.5455742497849516 | |
| }, | |
| { | |
| "id": "top_ap", | |
| "display_name": "top_ap", | |
| "description": null, | |
| "value": 0.5843393095554787 | |
| } | |
| ] | |
| }, | |
| { | |
| "layer_number": 23, | |
| "layer_display_name": "23", | |
| "metrics": [ | |
| { | |
| "id": "cos_sim_accuracy", | |
| "display_name": "cos_sim_accuracy", | |
| "description": null, | |
| "value": 0.672461752433936 | |
| }, | |
| { | |
| "id": "cos_sim_accuracy_threshold", | |
| "display_name": "cos_sim_accuracy_threshold", | |
| "description": null, | |
| "value": 0.9680966138839722 | |
| }, | |
| { | |
| "id": "cos_sim_f1", | |
| "display_name": "cos_sim_f1", | |
| "description": null, | |
| "value": 0.6246070947462955 | |
| }, | |
| { | |
| "id": "cos_sim_f1_threshold", | |
| "display_name": "cos_sim_f1_threshold", | |
| "description": null, | |
| "value": 0.9479633569717407 | |
| }, | |
| { | |
| "id": "cos_sim_precision", | |
| "display_name": "cos_sim_precision", | |
| "description": null, | |
| "value": 0.513852973771703 | |
| }, | |
| { | |
| "id": "cos_sim_recall", | |
| "display_name": "cos_sim_recall", | |
| "description": null, | |
| "value": 0.7962220950200344 | |
| }, | |
| { | |
| "id": "cos_sim_ap", | |
| "display_name": "cos_sim_ap", | |
| "description": null, | |
| "value": 0.6120691357655745 | |
| }, | |
| { | |
| "id": "manhattan_accuracy", | |
| "display_name": "manhattan_accuracy", | |
| "description": null, | |
| "value": 0.6722299490032453 | |
| }, | |
| { | |
| "id": "manhattan_accuracy_threshold", | |
| "display_name": "manhattan_accuracy_threshold", | |
| "description": null, | |
| "value": 19384.970703125 | |
| }, | |
| { | |
| "id": "manhattan_f1", | |
| "display_name": "manhattan_f1", | |
| "description": null, | |
| "value": 0.6298500357057844 | |
| }, | |
| { | |
| "id": "manhattan_f1_threshold", | |
| "display_name": "manhattan_f1_threshold", | |
| "description": null, | |
| "value": 22904.546875 | |
| }, | |
| { | |
| "id": "manhattan_precision", | |
| "display_name": "manhattan_precision", | |
| "description": null, | |
| "value": 0.539119804400978 | |
| }, | |
| { | |
| "id": "manhattan_recall", | |
| "display_name": "manhattan_recall", | |
| "description": null, | |
| "value": 0.7572982255294791 | |
| }, | |
| { | |
| "id": "manhattan_ap", | |
| "display_name": "manhattan_ap", | |
| "description": null, | |
| "value": 0.6180060687920407 | |
| }, | |
| { | |
| "id": "euclidean_accuracy", | |
| "display_name": "euclidean_accuracy", | |
| "description": null, | |
| "value": 0.6719981455725544 | |
| }, | |
| { | |
| "id": "euclidean_accuracy_threshold", | |
| "display_name": "euclidean_accuracy_threshold", | |
| "description": null, | |
| "value": 1008.8643798828125 | |
| }, | |
| { | |
| "id": "euclidean_f1", | |
| "display_name": "euclidean_f1", | |
| "description": null, | |
| "value": 0.6255144032921811 | |
| }, | |
| { | |
| "id": "euclidean_f1_threshold", | |
| "display_name": "euclidean_f1_threshold", | |
| "description": null, | |
| "value": 1199.65380859375 | |
| }, | |
| { | |
| "id": "euclidean_precision", | |
| "display_name": "euclidean_precision", | |
| "description": null, | |
| "value": 0.5207460982108869 | |
| }, | |
| { | |
| "id": "euclidean_recall", | |
| "display_name": "euclidean_recall", | |
| "description": null, | |
| "value": 0.7830566685746995 | |
| }, | |
| { | |
| "id": "euclidean_ap", | |
| "display_name": "euclidean_ap", | |
| "description": null, | |
| "value": 0.6130483779613698 | |
| }, | |
| { | |
| "id": "dot_accuracy", | |
| "display_name": "dot_accuracy", | |
| "description": null, | |
| "value": 0.6286509040333796 | |
| }, | |
| { | |
| "id": "dot_accuracy_threshold", | |
| "display_name": "dot_accuracy_threshold", | |
| "description": null, | |
| "value": 14326900.0 | |
| }, | |
| { | |
| "id": "dot_f1", | |
| "display_name": "dot_f1", | |
| "description": null, | |
| "value": 0.5898066783831283 | |
| }, | |
| { | |
| "id": "dot_f1_threshold", | |
| "display_name": "dot_f1_threshold", | |
| "description": null, | |
| "value": 9925826.0 | |
| }, | |
| { | |
| "id": "dot_precision", | |
| "display_name": "dot_precision", | |
| "description": null, | |
| "value": 0.4255642911488714 | |
| }, | |
| { | |
| "id": "dot_recall", | |
| "display_name": "dot_recall", | |
| "description": null, | |
| "value": 0.9605037206639955 | |
| }, | |
| { | |
| "id": "dot_ap", | |
| "display_name": "dot_ap", | |
| "description": null, | |
| "value": 0.5133120730662288 | |
| }, | |
| { | |
| "id": "top_ap", | |
| "display_name": "top_ap", | |
| "description": null, | |
| "value": 0.6180060687920407 | |
| } | |
| ] | |
| } | |
| ] | |
| } | |