TARA-ELF-NET / env2pfam /algagpt_full /final_metrics.json
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Upload ELF-NET bidirectional neural network checkpoints (env2pfam + pfam2env)
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{
"train": {
"loss": 12.063952380960638,
"mse": 12.063949584960938,
"mae": 2.153740167617798,
"r2": 0.5561336278915405,
"r2_mean": 0.26438313722610474,
"r2_median": 0.24722564220428467,
"r2_min": -0.034403204917907715,
"r2_max": 0.6671420335769653,
"cosine_similarity": 0.7164382338523865
},
"val": {
"loss": 14.190956592559814,
"mse": 14.092447280883789,
"mae": 2.3967013359069824,
"r2": 0.46001797914505005,
"r2_mean": 0.1044716015458107,
"r2_median": 0.09539571404457092,
"r2_min": -0.23320329189300537,
"r2_max": 0.49621617794036865,
"cosine_similarity": 0.6523082852363586
},
"test": {
"loss": 13.96311264038086,
"mse": 14.00570297241211,
"mae": 2.380729913711548,
"r2": 0.4745151400566101,
"r2_mean": 0.11885368078947067,
"r2_median": 0.10473570227622986,
"r2_min": -0.3345597982406616,
"r2_max": 0.6163809299468994,
"cosine_similarity": 0.6655058264732361
}
}