siRNA Perturbation Classification on RxRx1 out-of-distribution wilds (test) benchmark leaderboard · SOTA2 Research

siRNA Perturbation Classification on RxRx1 out-of-distribution wilds (test)

29.6Performance (HEPG2)ABRA

Evaluation Results

Method	Links
ABRA2026.03		29.6	51.7	30.1	13	39.6	7.5
AdaBN2026.03		26.8	55.4	28	12.7	40.4	—
ABRA2026.03		26.8	53.8	25.9	14.1	39.3	4.9
DSU2026.03		20.9	46.1	21.4	10.2	32.9	2.9
ERM2026.03		17.4	40.7	18.4	8.7	28.7	—
AdvStyle2026.03		16.6	38	16.7	9.6	26.8	1.8
AdvBayes2026.03		12.4	30.1	12	5.5	20.7	1.4
AdvStyle2026.03		10.1	32.8	10.7	4.5	21.2	2.1
DinoV22026.03		8.4	17.3	10.4	5.5	13	3.7
Simclr2026.03		7.2	13.9	6.4	3	10.1	1.1
BYOL2026.03		6.5	11.1	6.2	3.4	8.5	2.2
ABRA2026.03		0.859	0.931	0.874	0.639	0.87	5
AdaBN2026.03		0.85	0.924	0.863	0.616	0.86	—
DSU2026.03		0.767	0.799	0.712	0.378	0.726	2
ABRA2026.03		0.762	0.803	0.791	0.401	0.746	1.8
AdvStyle2026.03		0.745	0.862	0.778	0.48	0.775	1.9
AdvStyle2026.03		0.726	0.794	0.721	0.35	0.713	2.8
ERM2026.03		0.715	0.789	0.72	0.299	0.703	—
AdvBayes2026.03		0.698	0.653	0.612	0.215	0.605	5.6
DinoV22026.03		0.433	0.55	0.446	0.121	0.453	6.7
BYOL2026.03		0.259	0.402	0.347	0.075	0.322	1.2
Simclr2026.03		0.183	0.356	0.282	0.058	0.268	4.3