DGEB / leaderboard /submissions /prot_t5_xl_bfd /cyano_operonic_pair.json
Joshua Kravitz
Initial commit
e284167
{
"task": {
"id": "cyano_operonic_pair",
"display_name": "Cyano Operonic Pair",
"description": "Evaluate on Cyano operonic pair classification task.",
"modality": "protein",
"type": "pair_classification",
"datasets": [
{
"path": "tattabio/cyano_operonic_pair",
"revision": "eeb4cb71ec2a4ff688af9de7c0662123577d32ec"
}
],
"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": 0.7272030651340996
},
{
"id": "cos_sim_accuracy_threshold",
"display_name": "cos_sim_accuracy_threshold",
"description": null,
"value": 0.9687467813491821
},
{
"id": "cos_sim_f1",
"display_name": "cos_sim_f1",
"description": null,
"value": 0.45071380013596196
},
{
"id": "cos_sim_f1_threshold",
"display_name": "cos_sim_f1_threshold",
"description": null,
"value": 0.8978159427642822
},
{
"id": "cos_sim_precision",
"display_name": "cos_sim_precision",
"description": null,
"value": 0.30054397098821395
},
{
"id": "cos_sim_recall",
"display_name": "cos_sim_recall",
"description": null,
"value": 0.9008152173913043
},
{
"id": "cos_sim_ap",
"display_name": "cos_sim_ap",
"description": null,
"value": 0.3941340265884971
},
{
"id": "manhattan_accuracy",
"display_name": "manhattan_accuracy",
"description": null,
"value": 0.7203065134099617
},
{
"id": "manhattan_accuracy_threshold",
"display_name": "manhattan_accuracy_threshold",
"description": null,
"value": 1735.5322265625
},
{
"id": "manhattan_f1",
"display_name": "manhattan_f1",
"description": null,
"value": 0.44430258538142353
},
{
"id": "manhattan_f1_threshold",
"display_name": "manhattan_f1_threshold",
"description": null,
"value": 5307.4521484375
},
{
"id": "manhattan_precision",
"display_name": "manhattan_precision",
"description": null,
"value": 0.2903629536921151
},
{
"id": "manhattan_recall",
"display_name": "manhattan_recall",
"description": null,
"value": 0.9456521739130435
},
{
"id": "manhattan_ap",
"display_name": "manhattan_ap",
"description": null,
"value": 0.3528795703139007
},
{
"id": "euclidean_accuracy",
"display_name": "euclidean_accuracy",
"description": null,
"value": 0.721455938697318
},
{
"id": "euclidean_accuracy_threshold",
"display_name": "euclidean_accuracy_threshold",
"description": null,
"value": 126.05880737304688
},
{
"id": "euclidean_f1",
"display_name": "euclidean_f1",
"description": null,
"value": 0.44332175560467313
},
{
"id": "euclidean_f1_threshold",
"display_name": "euclidean_f1_threshold",
"description": null,
"value": 292.90557861328125
},
{
"id": "euclidean_precision",
"display_name": "euclidean_precision",
"description": null,
"value": 0.2887700534759358
},
{
"id": "euclidean_recall",
"display_name": "euclidean_recall",
"description": null,
"value": 0.9538043478260869
},
{
"id": "euclidean_ap",
"display_name": "euclidean_ap",
"description": null,
"value": 0.3695630635425535
},
{
"id": "dot_accuracy",
"display_name": "dot_accuracy",
"description": null,
"value": 0.7195402298850575
},
{
"id": "dot_accuracy_threshold",
"display_name": "dot_accuracy_threshold",
"description": null,
"value": 356795.21875
},
{
"id": "dot_f1",
"display_name": "dot_f1",
"description": null,
"value": 0.4499004644990046
},
{
"id": "dot_f1_threshold",
"display_name": "dot_f1_threshold",
"description": null,
"value": 190484.53125
},
{
"id": "dot_precision",
"display_name": "dot_precision",
"description": null,
"value": 0.2976294995610184
},
{
"id": "dot_recall",
"display_name": "dot_recall",
"description": null,
"value": 0.9211956521739131
},
{
"id": "dot_ap",
"display_name": "dot_ap",
"description": null,
"value": 0.36196828415543614
},
{
"id": "top_ap",
"display_name": "top_ap",
"description": null,
"value": 0.3941340265884971
}
]
},
{
"layer_number": 23,
"layer_display_name": "23",
"metrics": [
{
"id": "cos_sim_accuracy",
"display_name": "cos_sim_accuracy",
"description": null,
"value": 0.7344827586206897
},
{
"id": "cos_sim_accuracy_threshold",
"display_name": "cos_sim_accuracy_threshold",
"description": null,
"value": 0.97544264793396
},
{
"id": "cos_sim_f1",
"display_name": "cos_sim_f1",
"description": null,
"value": 0.4597894736842105
},
{
"id": "cos_sim_f1_threshold",
"display_name": "cos_sim_f1_threshold",
"description": null,
"value": 0.9250391721725464
},
{
"id": "cos_sim_precision",
"display_name": "cos_sim_precision",
"description": null,
"value": 0.3331299572910311
},
{
"id": "cos_sim_recall",
"display_name": "cos_sim_recall",
"description": null,
"value": 0.7418478260869565
},
{
"id": "cos_sim_ap",
"display_name": "cos_sim_ap",
"description": null,
"value": 0.40694383571640735
},
{
"id": "manhattan_accuracy",
"display_name": "manhattan_accuracy",
"description": null,
"value": 0.7310344827586207
},
{
"id": "manhattan_accuracy_threshold",
"display_name": "manhattan_accuracy_threshold",
"description": null,
"value": 9917.591796875
},
{
"id": "manhattan_f1",
"display_name": "manhattan_f1",
"description": null,
"value": 0.4648117839607201
},
{
"id": "manhattan_f1_threshold",
"display_name": "manhattan_f1_threshold",
"description": null,
"value": 15072.4345703125
},
{
"id": "manhattan_precision",
"display_name": "manhattan_precision",
"description": null,
"value": 0.3325526932084309
},
{
"id": "manhattan_recall",
"display_name": "manhattan_recall",
"description": null,
"value": 0.7717391304347826
},
{
"id": "manhattan_ap",
"display_name": "manhattan_ap",
"description": null,
"value": 0.3986910724493818
},
{
"id": "euclidean_accuracy",
"display_name": "euclidean_accuracy",
"description": null,
"value": 0.7306513409961686
},
{
"id": "euclidean_accuracy_threshold",
"display_name": "euclidean_accuracy_threshold",
"description": null,
"value": 457.9825439453125
},
{
"id": "euclidean_f1",
"display_name": "euclidean_f1",
"description": null,
"value": 0.4638027048528242
},
{
"id": "euclidean_f1_threshold",
"display_name": "euclidean_f1_threshold",
"description": null,
"value": 840.006103515625
},
{
"id": "euclidean_precision",
"display_name": "euclidean_precision",
"description": null,
"value": 0.327896512935883
},
{
"id": "euclidean_recall",
"display_name": "euclidean_recall",
"description": null,
"value": 0.7921195652173914
},
{
"id": "euclidean_ap",
"display_name": "euclidean_ap",
"description": null,
"value": 0.39658322011908265
},
{
"id": "dot_accuracy",
"display_name": "dot_accuracy",
"description": null,
"value": 0.7222222222222222
},
{
"id": "dot_accuracy_threshold",
"display_name": "dot_accuracy_threshold",
"description": null,
"value": 4470940.0
},
{
"id": "dot_f1",
"display_name": "dot_f1",
"description": null,
"value": 0.44773175542406307
},
{
"id": "dot_f1_threshold",
"display_name": "dot_f1_threshold",
"description": null,
"value": 3160863.0
},
{
"id": "dot_precision",
"display_name": "dot_precision",
"description": null,
"value": 0.295316565481353
},
{
"id": "dot_recall",
"display_name": "dot_recall",
"description": null,
"value": 0.9252717391304348
},
{
"id": "dot_ap",
"display_name": "dot_ap",
"description": null,
"value": 0.3594057338410264
},
{
"id": "top_ap",
"display_name": "top_ap",
"description": null,
"value": 0.40694383571640735
}
]
}
]
}