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{ | |
"task": { | |
"id": "rpob_arch_phylogeny", | |
"display_name": "RpoB Archaeal Phylogeny", | |
"description": "Evaluate on RpoB phylogeny distance correlation task for Archaeal sequences.", | |
"modality": "protein", | |
"type": "eds", | |
"datasets": [ | |
{ | |
"path": "tattabio/rpob_arch_phylogeny_sequences", | |
"revision": "10de75b9f5ad12340d629fd1ad015ef4319d6ee4" | |
}, | |
{ | |
"path": "tattabio/rpob_arch_phylogeny_distances", | |
"revision": "2a585f0e135fe74b8ae6d31e7801c6031b0dcc18" | |
} | |
], | |
"primary_metric_id": "top_corr" | |
}, | |
"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", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.18285301896376252 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.1904500888228494 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.2132223506047016 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.2132223506047016 | |
} | |
] | |
}, | |
{ | |
"layer_number": 23, | |
"layer_display_name": "23", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.23327313257646354 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.3555894078051998 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.32671911270173437 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.3555894078051998 | |
} | |
] | |
} | |
] | |
} | |