DGEB / leaderboard /submissions /progen2-xlarge /convergent_enzymes_classification.json
Joshua Kravitz
Initial commit
e284167
{
"task": {
"id": "convergent_enzymes_classification",
"display_name": "Convergent Enzymes Classification",
"description": "Evaluate on convergent enzymes classification task, where convergent enzymes are proteins with the same EC number but without blastp hits against each other",
"modality": "protein",
"type": "classification",
"datasets": [
{
"path": "tattabio/convergent_enzymes",
"revision": "37f75609f54de2bc0911ccb72faf1c2f5a4285aa"
}
],
"primary_metric_id": "f1"
},
"model": {
"hf_name": "hugohrban/progen2-xlarge",
"revision": "...",
"num_layers": 32,
"num_params": 6443638816,
"embed_dim": 4096
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 16,
"layer_display_name": "16",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.1875
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.14842261904761905
}
]
},
{
"layer_number": 31,
"layer_display_name": "31",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.1475
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.11108333333333334
}
]
}
]
}