DGEB / leaderboard /submissions /progen2-large /convergent_enzymes_classification.json
Joshua Kravitz
Initial commit
e284167
raw
history blame
1.52 kB
{
"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-large",
"revision": "...",
"num_layers": 32,
"num_params": 2779356160,
"embed_dim": 2560
},
"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": 0.15337499999999998
}
]
},
{
"layer_number": 31,
"layer_display_name": "31",
"metrics": [
{
"id": "accuracy",
"display_name": "accuracy",
"description": null,
"value": 0.14
},
{
"id": "f1",
"display_name": "f1",
"description": null,
"value": 0.10284722222222221
}
]
}
]
}