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{ | |
"task": { | |
"id": "fefe_phylogeny", | |
"display_name": "FeFeHydrogenase Phylogeny", | |
"description": "Evaluate on FeFeHydrogenase phylogeny distance correlation task.", | |
"modality": "protein", | |
"type": "eds", | |
"datasets": [ | |
{ | |
"path": "tattabio/fefe_phylogeny_sequences", | |
"revision": "bce06d79d9ce58413e7bcbed6943905d1afb8b26" | |
}, | |
{ | |
"path": "tattabio/fefe_phylogeny_distances", | |
"revision": "d6357cee9b4071a8dcdeef54083006f0d5e94fd2" | |
} | |
], | |
"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": 0.33209122731338475 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.6244747787953618 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.5884202230855742 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.6244747787953618 | |
} | |
] | |
}, | |
{ | |
"layer_number": 23, | |
"layer_display_name": "23", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.43006317577077985 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.6215222814983533 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.5928180835249242 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.6215222814983533 | |
} | |
] | |
} | |
] | |
} | |