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Double gene perturbation prediction on Norman
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0.0385
RMSE (All Samples)
Doloris
0.037908
0.041904
0.0459
0.049896
Jun 26, 2025
RMSE (All Samples)
RMSE (DE20)
RMSE (DE40)
E-distance (All Samples)
E-distance (DE20)
E-distance (DE40)
EMD (All Samples)
EMD (DE20)
EMD (DE40)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (All Samples)
RMSE (DE20)
RMSE (DE40)
E-distance (All Samples)
E-distance (DE20)
E-distance (DE40)
EMD (All Samples)
EMD (DE20)
EMD (DE40)
Doloris
2025.06
0.0385
0.2431
0.2095
0.6819
0.7888
0.8143
0.0179
0.2025
0.1678
linear
2025.06
0.0405
0.2523
0.2123
0.7886
0.8276
0.8835
0.019
0.2175
0.1857
GRAPE
2025.06
0.0516
0.2871
0.2947
0.7862
0.9272
0.9601
0.0289
0.2385
0.1978
GEARS
2025.06
0.0533
0.3095
0.3284
1.1204
0.8665
0.9614
0.0306
0.2403
0.2347
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