Machine Unlearning on 5% Forget Set benchmark leaderboard · SOTA2 Research

Machine Unlearning on 5% Forget Set

193.398GFKLM

Evaluation Results

Method	Links
KLM2026.01		193.398	209.753	0.01	0	-1.001	-1.001	0.034	11.2	0.068	124.738	74.003	0.016	-0.907
GA2026.01		154.695	202.52	0.013	0	-0.995	-0.995	0.034	11.2	0.068	124.738	74.003	0.016	-0.899
GA2026.01		104.73	110.11	0.019	0	-0.805	-0.805	0.007	16.7	0.014	83.887	49.734	0.024	-0.748
KLM2026.01		104.73	110.11	0.019	0	-0.808	-0.808	0.007	16.7	0.014	83.887	49.734	0.024	-0.751
GA2026.01		84.662	87.404	0.024	0	-3.189	-3.189	0.006	6.8	0.012	65.839	71.628	0.03	-3.123
KLM2026.01		84.662	87.404	0.024	0	-3.179	-3.179	0.006	7.7	0.012	65.839	71.628	0.03	-3.113
GA2026.01		62.572	75.388	0.032	0	-0.362	-0.362	0.002	16.4	0.004	15.695	27.613	0.127	-0.199
KLM2026.01		61.507	72.625	0.033	0	-1.002	-1.002	0.001	16.4	0.002	26.829	26.125	0.074	-0.893
NPO2026.01		39.85	37.772	0.05	0	0.92	0.92	0.001	3.1	0.002	32.027	17.946	0.062	1.034
DPO2026.01		27.66	25.787	0.072	0	-0.554	-0.554	0.006	9.9	0.012	17.218	9.888	0.115	-0.355
GD2026.01		18.287	17.198	0.109	0.943	-0.511	0.432	0.363	37.5	0.639	1.258	1.551	1.051	2.232
NPO2026.01		9.549	7.433	0.207	0	0.996	0.996	0.001	14.6	0.001	9.595	3.561	0.203	1.406
NPO2026.01		6.958	11.82	0.284	0.472	1.115	0.356	0.747	34.5	1.188	2.02	3.213	0.858	2.686
GD2026.01		6.214	9.374	0.316	1.202	-1.924	-0.722	0.054	8.1	0.108	4.901	8.573	0.399	0.101
GD2026.01		4.597	6.006	0.42	0.497	0.054	0.551	0.21	24.5	0.399	4.811	3.988	0.395	1.765
DPO2026.01		4.082	6.78	0.473	0	-0.998	-0.998	0.042	22.5	0.083	5.043	5.312	0.382	-0.06
DPO2026.01		1.887	-0.2	-0.645	0	-0.953	-0.953	0.705	56	1.011	1.929	0.831	0.638	0.051
NSPU2026.01		1.388	2.055	1.067	1.021	0.498	1.519	0.581	70.5	0.824	2.59	2.331	0.662	4.073
NSPU2026.01		1.173	1.445	1.072	0.987	0.736	1.723	0.817	51.8	1.148	1.48	1.535	0.938	4.882
NSPU2026.01		0.631	2.008	1.771	2.98	1.548	4.528	0.857	40.8	1.27	1.415	2.483	1.1	8.669
NPO2026.01		0.095	0.318	0.617	1.025	1.156	2.181	1.007	73	1.16	0.703	0.636	0.879	4.837
GD2026.01		0.067	0.077	0.154	0.598	0.762	1.36	0.765	145.4	0.724	1.329	0.977	0.85	3.088
DPO2026.01		0.065	0.115	0.228	0.454	0.71	1.164	0.651	66.4	0.909	1.737	1.367	0.81	3.111
NSPU2026.01		-0.084	2.066	4.995	0.921	-0.536	0.385	0.876	54.2	1.188	0.955	1.65	1.281	7.849