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Perturbation prediction on Tahoe100M

0.806DEOver

SCALE

Updated 2mo ago

Evaluation Results

Method
SCALE 2026.03	0.806	-	0.765	-	0.949	0.876	-	-	0.953	0.0002	0.006	-	-	-
STATE 2026.03	0.728	-	0.698	-	0.918	0.851	-	-	0.85	0.0006	0.036	-	-	-
PerturbDiff 2026.02	0.58	0.893	0.598	0.478	0.641	0.691	61.8	65.8	0.648	0.001	0.017	0.784	0.883	0.903
PerturbDiff 2026.02	0.522	0.963	0.572	0.531	0.734	0.445	58.4	62.1	0.686	0.0006	0.012	0.97	0.978	0.975
PerturbDiff 2026.03	0.522	-	0.572	-	0.734	0.445	-	-	0.686	0.0006	0.012	-	-	-
Linear 2026.02	0.505	0.993	0.576	0.382	0.76	0.514	60.5	63.2	0.723	0.0004	0.009	0.887	0.881	0.912
Linear 2026.03	0.505	-	0.576	-	0.76	0.514	-	-	0.723	0.0004	0.009	-	-	-
Mean Variant 2026.02	0.504	0.976	0.508	0.023	0.688	0.578	50.8	50.8	0.461	0.0007	0.01	0.682	0.694	0.76
Mean Variant (per Cell Type) 2026.03	0.504	-	0.508	-	0.688	0.578	-	-	0.461	0.0007	0.01	-	-	-
CPA 2026.02	0.502	0.946	0.504	0.19	0.71	0.466	50.5	50	0.425	0.0009	0.011	0.654	0.593	0.585
CPA 2026.03	0.502	-	0.504	-	0.71	0.466	-	-	0.425	0.0009	0.011	-	-	-
STATE 2026.02	0.499	0.807	0.522	0.301	0.665	0.644	52	50.6	0.535	0.0021	0.021	0.789	0.846	0.854
Mean 2026.02	0.43	0.703	0.504	0.35	0.595	0.28	50.6	50.2	0.205	0.0031	0.026	0.515	0.508	0.508
Mean 2026.03	0.43	-	0.504	-	0.595	0.28	-	-	0.205	0.0031	0.026	-	-	-
Mean Variant 2026.02	0.429	0.707	0.504	0.469	0.591	0.275	50.5	50	0.193	0.0031	0.026	0.501	0.501	0.501
Mean Variant (Overall) 2026.03	0.429	-	0.504	-	0.591	0.275	-	-	0.193	0.0031	0.026	-	-	-
Mean Variant 2026.02	0.427	0.705	0.504	0.475	0.587	0.27	50.5	50	0.185	0.0031	0.026	0.492	0.496	0.498
Mean Variant (per Batch) 2026.03	0.427	-	0.504	-	0.587	0.27	-	-	0.185	0.0031	0.026	-	-	-
Squidiff 2026.02	0.42	-616.98	0.581	-	0.501	0.276	58.1	50	0.011	5.627	2.244	0.505	0.506	0.505
Squidiff 2026.03	0.42	-	0.581	-	0.501	0.276	-	-	0.011	5.627	2.244	-	-	-
CellFlow 2026.02	0.183	0.682	0.313	0.346	0.638	0.298	32	50	0.269	0.0031	0.027	0.608	0.564	0.55
CellFlow 2026.03	0.183	-	0.313	-	0.638	0.298	-	-	0.269	0.0031	0.027	-	-	-