TARA-ELF-NET / env2pfam /pythia_full /final_metrics.json
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Upload ELF-NET bidirectional neural network checkpoints (env2pfam + pfam2env)
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{
"train": {
"loss": 13.159953225742687,
"mse": 13.159968376159668,
"mae": 2.26400089263916,
"r2": 0.46306395530700684,
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"r2_max": 0.5723539590835571,
"cosine_similarity": 0.6514576077461243
},
"val": {
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"mse": 14.72309398651123,
"mae": 2.451831579208374,
"r2": 0.4160430431365967,
"r2_mean": 0.17224988341331482,
"r2_median": 0.12200796604156494,
"r2_min": -0.39256393909454346,
"r2_max": 0.5682699680328369,
"cosine_similarity": 0.6213155388832092
},
"test": {
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"mae": 2.411353588104248,
"r2": 0.398762583732605,
"r2_mean": 0.14865508675575256,
"r2_median": 0.10728722810745239,
"r2_min": -0.18526697158813477,
"r2_max": 0.566988468170166,
"cosine_similarity": 0.6101461052894592
}
}