DGEB / leaderboard /submissions /esm2_t12_35M_UR50D /MIBIG_protein_classification.json
Joshua Kravitz
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{
"task": {
"id": "MIBIG_protein_classification",
"display_name": "MIBiG Classification",
"description": "Biosynthetic Gene cluster classification using protein sequences on MIBIG dataset.",
"modality": "protein",
"type": "classification",
"datasets": [
{
"path": "tattabio/mibig_classification_prot",
"revision": "915a7ff28dc9820e35c4d7fd03d4c8c44a88ff1f"
}
],
"primary_metric_id": "f1"
},
"model": {
"hf_name": "facebook/esm2_t12_35M_UR50D",
"revision": "...",
"num_layers": 12,
"num_params": 33992881,
"embed_dim": 480
},
"dgeb_version": "0.0.0",
"results": [
{
"layer_number": 6,
"layer_display_name": "6",
"metrics": [
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"value": 0.6537260383267297
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{
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"value": 0.6689342403628118
},
{
"id": "precision",
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"value": 0.7853286513915045
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{
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"value": 0.6020175670931918
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{
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{
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{
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]
}
]
}