PACT-Net / logs /polyatomic-bench /polyatomic /polyatomic_polyatomic_esol_20250730_064253.txt
rk-random's picture
Upload folder using huggingface_hub
9a67fbe verified
raw
history blame contribute delete
744 Bytes
Experiment: polyatomic+polyatomic on esol
FOLD 1/5
RMSE: 0.9593, MAE: 0.7000, R2: 0.7531
FOLD 2/5
RMSE: 0.6840, MAE: 0.4976, R2: 0.8612
FOLD 3/5
RMSE: 0.7321, MAE: 0.5618, R2: 0.8531
FOLD 4/5
RMSE: 0.7950, MAE: 0.5903, R2: 0.8246
FOLD 5/5
RMSE: 0.8642, MAE: 0.6658, R2: 0.7967
====== K-FOLD SUMMARY ======
RMSE: 0.8065 [0.7255, 0.8936]
MAE: 0.6036 [0.5347, 0.6644]
R2: 0.8184 [0.7835, 0.8490]
★ Using fold 2 model for test inference
RMSE: 0.7075, MAE: 0.5147, R2: 0.8612
====== HELD-OUT TEST METRICS ======
{'rmse': 0.7074806092102082, 'mae': 0.5146545767784119, 'r2': 0.8611921668052673}
Test RMSE: 0.7043 (95 % CI: 0.5948–0.8139)
Test MAE : 0.5150 (95 % CI: 0.4441–0.5884)
Test R² : 0.8595 (95 % CI: 0.8011–0.9025)