Spaces:
Running
Running
{ | |
"task": { | |
"id": "vibrio_operonic_pair", | |
"display_name": "Vibrio Operonic Pair", | |
"description": "Evaluate on Vibrio operonic pair classification task.", | |
"modality": "protein", | |
"type": "pair_classification", | |
"datasets": [ | |
{ | |
"path": "tattabio/vibrio_operonic_pair", | |
"revision": "24781b12b45bf81a079a6164ef0d2124948c1878" | |
} | |
], | |
"primary_metric_id": "top_ap" | |
}, | |
"model": { | |
"hf_name": "Rostlab/prot_t5_xl_bfd", | |
"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": 0.6871356393315197 | |
}, | |
{ | |
"id": "cos_sim_accuracy_threshold", | |
"display_name": "cos_sim_accuracy_threshold", | |
"description": null, | |
"value": 0.9634510278701782 | |
}, | |
{ | |
"id": "cos_sim_f1", | |
"display_name": "cos_sim_f1", | |
"description": null, | |
"value": 0.5520751761942052 | |
}, | |
{ | |
"id": "cos_sim_f1_threshold", | |
"display_name": "cos_sim_f1_threshold", | |
"description": null, | |
"value": 0.9320050477981567 | |
}, | |
{ | |
"id": "cos_sim_precision", | |
"display_name": "cos_sim_precision", | |
"description": null, | |
"value": 0.4239326518340349 | |
}, | |
{ | |
"id": "cos_sim_recall", | |
"display_name": "cos_sim_recall", | |
"description": null, | |
"value": 0.7912457912457912 | |
}, | |
{ | |
"id": "cos_sim_ap", | |
"display_name": "cos_sim_ap", | |
"description": null, | |
"value": 0.5172201267603933 | |
}, | |
{ | |
"id": "manhattan_accuracy", | |
"display_name": "manhattan_accuracy", | |
"description": null, | |
"value": 0.6743101438010105 | |
}, | |
{ | |
"id": "manhattan_accuracy_threshold", | |
"display_name": "manhattan_accuracy_threshold", | |
"description": null, | |
"value": 3110.09326171875 | |
}, | |
{ | |
"id": "manhattan_f1", | |
"display_name": "manhattan_f1", | |
"description": null, | |
"value": 0.5299209634926608 | |
}, | |
{ | |
"id": "manhattan_f1_threshold", | |
"display_name": "manhattan_f1_threshold", | |
"description": null, | |
"value": 4711.361328125 | |
}, | |
{ | |
"id": "manhattan_precision", | |
"display_name": "manhattan_precision", | |
"description": null, | |
"value": 0.3986409966024915 | |
}, | |
{ | |
"id": "manhattan_recall", | |
"display_name": "manhattan_recall", | |
"description": null, | |
"value": 0.7901234567901234 | |
}, | |
{ | |
"id": "manhattan_ap", | |
"display_name": "manhattan_ap", | |
"description": null, | |
"value": 0.4750578849012121 | |
}, | |
{ | |
"id": "euclidean_accuracy", | |
"display_name": "euclidean_accuracy", | |
"description": null, | |
"value": 0.6789739603575593 | |
}, | |
{ | |
"id": "euclidean_accuracy_threshold", | |
"display_name": "euclidean_accuracy_threshold", | |
"description": null, | |
"value": 144.1129608154297 | |
}, | |
{ | |
"id": "euclidean_f1", | |
"display_name": "euclidean_f1", | |
"description": null, | |
"value": 0.5490048817123545 | |
}, | |
{ | |
"id": "euclidean_f1_threshold", | |
"display_name": "euclidean_f1_threshold", | |
"description": null, | |
"value": 214.9871368408203 | |
}, | |
{ | |
"id": "euclidean_precision", | |
"display_name": "euclidean_precision", | |
"description": null, | |
"value": 0.41252821670428896 | |
}, | |
{ | |
"id": "euclidean_recall", | |
"display_name": "euclidean_recall", | |
"description": null, | |
"value": 0.8204264870931538 | |
}, | |
{ | |
"id": "euclidean_ap", | |
"display_name": "euclidean_ap", | |
"description": null, | |
"value": 0.502524788853816 | |
}, | |
{ | |
"id": "dot_accuracy", | |
"display_name": "dot_accuracy", | |
"description": null, | |
"value": 0.6661484648270501 | |
}, | |
{ | |
"id": "dot_accuracy_threshold", | |
"display_name": "dot_accuracy_threshold", | |
"description": null, | |
"value": 337874.09375 | |
}, | |
{ | |
"id": "dot_f1", | |
"display_name": "dot_f1", | |
"description": null, | |
"value": 0.5233226837060703 | |
}, | |
{ | |
"id": "dot_f1_threshold", | |
"display_name": "dot_f1_threshold", | |
"description": null, | |
"value": 211411.4375 | |
}, | |
{ | |
"id": "dot_precision", | |
"display_name": "dot_precision", | |
"description": null, | |
"value": 0.36578829834747656 | |
}, | |
{ | |
"id": "dot_recall", | |
"display_name": "dot_recall", | |
"description": null, | |
"value": 0.9191919191919192 | |
}, | |
{ | |
"id": "dot_ap", | |
"display_name": "dot_ap", | |
"description": null, | |
"value": 0.4546480066127966 | |
}, | |
{ | |
"id": "top_ap", | |
"display_name": "top_ap", | |
"description": null, | |
"value": 0.5172201267603933 | |
} | |
] | |
}, | |
{ | |
"layer_number": 23, | |
"layer_display_name": "23", | |
"metrics": [ | |
{ | |
"id": "cos_sim_accuracy", | |
"display_name": "cos_sim_accuracy", | |
"description": null, | |
"value": 0.6984065293431791 | |
}, | |
{ | |
"id": "cos_sim_accuracy_threshold", | |
"display_name": "cos_sim_accuracy_threshold", | |
"description": null, | |
"value": 0.9698377251625061 | |
}, | |
{ | |
"id": "cos_sim_f1", | |
"display_name": "cos_sim_f1", | |
"description": null, | |
"value": 0.558586246638494 | |
}, | |
{ | |
"id": "cos_sim_f1_threshold", | |
"display_name": "cos_sim_f1_threshold", | |
"description": null, | |
"value": 0.9381648898124695 | |
}, | |
{ | |
"id": "cos_sim_precision", | |
"display_name": "cos_sim_precision", | |
"description": null, | |
"value": 0.4246495327102804 | |
}, | |
{ | |
"id": "cos_sim_recall", | |
"display_name": "cos_sim_recall", | |
"description": null, | |
"value": 0.8159371492704826 | |
}, | |
{ | |
"id": "cos_sim_ap", | |
"display_name": "cos_sim_ap", | |
"description": null, | |
"value": 0.539827365743389 | |
}, | |
{ | |
"id": "manhattan_accuracy", | |
"display_name": "manhattan_accuracy", | |
"description": null, | |
"value": 0.6995724834823164 | |
}, | |
{ | |
"id": "manhattan_accuracy_threshold", | |
"display_name": "manhattan_accuracy_threshold", | |
"description": null, | |
"value": 10790.3623046875 | |
}, | |
{ | |
"id": "manhattan_f1", | |
"display_name": "manhattan_f1", | |
"description": null, | |
"value": 0.5534351145038168 | |
}, | |
{ | |
"id": "manhattan_f1_threshold", | |
"display_name": "manhattan_f1_threshold", | |
"description": null, | |
"value": 14495.240234375 | |
}, | |
{ | |
"id": "manhattan_precision", | |
"display_name": "manhattan_precision", | |
"description": null, | |
"value": 0.4193175245806825 | |
}, | |
{ | |
"id": "manhattan_recall", | |
"display_name": "manhattan_recall", | |
"description": null, | |
"value": 0.813692480359147 | |
}, | |
{ | |
"id": "manhattan_ap", | |
"display_name": "manhattan_ap", | |
"description": null, | |
"value": 0.5413814180716444 | |
}, | |
{ | |
"id": "euclidean_accuracy", | |
"display_name": "euclidean_accuracy", | |
"description": null, | |
"value": 0.7030703458997279 | |
}, | |
{ | |
"id": "euclidean_accuracy_threshold", | |
"display_name": "euclidean_accuracy_threshold", | |
"description": null, | |
"value": 521.355712890625 | |
}, | |
{ | |
"id": "euclidean_f1", | |
"display_name": "euclidean_f1", | |
"description": null, | |
"value": 0.5590062111801242 | |
}, | |
{ | |
"id": "euclidean_f1_threshold", | |
"display_name": "euclidean_f1_threshold", | |
"description": null, | |
"value": 730.8151245117188 | |
}, | |
{ | |
"id": "euclidean_precision", | |
"display_name": "euclidean_precision", | |
"description": null, | |
"value": 0.42729970326409494 | |
}, | |
{ | |
"id": "euclidean_recall", | |
"display_name": "euclidean_recall", | |
"description": null, | |
"value": 0.8080808080808081 | |
}, | |
{ | |
"id": "euclidean_ap", | |
"display_name": "euclidean_ap", | |
"description": null, | |
"value": 0.5389712975239336 | |
}, | |
{ | |
"id": "dot_accuracy", | |
"display_name": "dot_accuracy", | |
"description": null, | |
"value": 0.6638165565487757 | |
}, | |
{ | |
"id": "dot_accuracy_threshold", | |
"display_name": "dot_accuracy_threshold", | |
"description": null, | |
"value": 4920725.5 | |
}, | |
{ | |
"id": "dot_f1", | |
"display_name": "dot_f1", | |
"description": null, | |
"value": 0.5192250372578241 | |
}, | |
{ | |
"id": "dot_f1_threshold", | |
"display_name": "dot_f1_threshold", | |
"description": null, | |
"value": 3139242.0 | |
}, | |
{ | |
"id": "dot_precision", | |
"display_name": "dot_precision", | |
"description": null, | |
"value": 0.3534902597402597 | |
}, | |
{ | |
"id": "dot_recall", | |
"display_name": "dot_recall", | |
"description": null, | |
"value": 0.9775533108866442 | |
}, | |
{ | |
"id": "dot_ap", | |
"display_name": "dot_ap", | |
"description": null, | |
"value": 0.4328071265147608 | |
}, | |
{ | |
"id": "top_ap", | |
"display_name": "top_ap", | |
"description": null, | |
"value": 0.5413814180716444 | |
} | |
] | |
} | |
] | |
} | |