DGEB
/
leaderboard
/submissions
/nucleotide-transformer-v2-250m-multi-species
/rpob_arch_dna_phylogeny.json
{ | |
"task": { | |
"id": "rpob_arch_dna_phylogeny", | |
"display_name": "RpoB Archaeal Phylogeny", | |
"description": "Evaluate on RpoB phylogeny distance correlation task for Archaeal DNA sequences.", | |
"modality": "dna", | |
"type": "eds", | |
"datasets": [ | |
{ | |
"path": "tattabio/rpob_arch_dna_phylogeny_sequences", | |
"revision": "4453552a0e1021fee8697c71a559f4d3f6da2408" | |
}, | |
{ | |
"path": "tattabio/rpob_arch_dna_phylogeny_distances", | |
"revision": "51df97684a927ec2203568e80175ef26a62db039" | |
} | |
], | |
"primary_metric_id": "top_corr" | |
}, | |
"model": { | |
"hf_name": "InstaDeepAI/nucleotide-transformer-v2-250m-multi-species", | |
"revision": "...", | |
"num_layers": 24, | |
"num_params": 235120780, | |
"embed_dim": 768 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 12, | |
"layer_display_name": "12", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.15073903119250268 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.21364664625871488 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.19287471846027535 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.21364664625871488 | |
} | |
] | |
}, | |
{ | |
"layer_number": 23, | |
"layer_display_name": "23", | |
"metrics": [ | |
{ | |
"id": "cos_sim", | |
"display_name": "cos_sim", | |
"description": null, | |
"value": 0.1647252908025232 | |
}, | |
{ | |
"id": "manhattan", | |
"display_name": "manhattan", | |
"description": null, | |
"value": 0.19747761810776127 | |
}, | |
{ | |
"id": "euclidean", | |
"display_name": "euclidean", | |
"description": null, | |
"value": 0.1965799552266182 | |
}, | |
{ | |
"id": "top_corr", | |
"display_name": "top_corr", | |
"description": null, | |
"value": 0.19747761810776127 | |
} | |
] | |
} | |
] | |
} | |