DGEB / leaderboard /submissions /progen2-large /rpob_bac_phylogeny.json
Joshua Kravitz
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{
"task": {
"id": "rpob_bac_phylogeny",
"display_name": "RpoB Bacterial Phylogeny",
"description": "Evaluate on RpoB phylogeny distance correlation task for Bacterial sequences.",
"modality": "protein",
"type": "eds",
"datasets": [
{
"path": "tattabio/rpob_bac_phylogeny_sequences",
"revision": "b833ef8d8d873ea5387540562873f41d073d3e03"
},
{
"path": "tattabio/rpob_bac_phylogeny_distances",
"revision": "0594e1501ac9fd0e3de49257b8ec318c2a0ea6f7"
}
],
"primary_metric_id": "top_corr"
},
"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": "cos_sim",
"display_name": "cos_sim",
"description": null,
"value": 0.3407778454098185
},
{
"id": "manhattan",
"display_name": "manhattan",
"description": null,
"value": 0.42394247953096953
},
{
"id": "euclidean",
"display_name": "euclidean",
"description": null,
"value": 0.440888842114917
},
{
"id": "top_corr",
"display_name": "top_corr",
"description": null,
"value": 0.440888842114917
}
]
},
{
"layer_number": 31,
"layer_display_name": "31",
"metrics": [
{
"id": "cos_sim",
"display_name": "cos_sim",
"description": null,
"value": 0.23219864929778225
},
{
"id": "manhattan",
"display_name": "manhattan",
"description": null,
"value": 0.3490272067401271
},
{
"id": "euclidean",
"display_name": "euclidean",
"description": null,
"value": 0.358178624850726
},
{
"id": "top_corr",
"display_name": "top_corr",
"description": null,
"value": 0.358178624850726
}
]
}
]
}