Machine Unlearning on Enron + News (50% forget set) benchmark leaderboard · SOTA2 Research

Machine Unlearning on Enron + News (50% forget set)

33.4Recall (P1, D_fk)RMGDR

Evaluation Results

Method	Links
RMGDR2026.04		33.4	34.42	20.09	19.8	62.46	62.46	30.77	35.91	52.11
RM2026.04		27.89	29.84	39.05	40.03	62.46	62.51	28.78	35.99	52.12
IDKGDR2026.04		19.25	21.11	30.91	31.69	65.82	50.76	29.97	34.81	52.35
IDK2026.04		13.65	15.02	32.91	32.96	65.68	67.28	28.95	35.95	52.49
GAKLR2026.04		12.09	13.8	32.62	32.47	64.31	65.48	27.35	36.38	52.19
NPOKLR2026.04		12.09	13.8	32.62	32.47	38.27	38.86	27.35	36.38	52.9
RLGDR2026.04		10.04	9.9	31.25	29.5	52.8	53.24	30.23	34.88	52.26
RL2026.04		9.56	11.41	43.49	43.98	62.9	63.43	30.12	35.44	52.29
Task Vector2026.04		3.94	4.29	18.04	17.6	64.75	65.77	27.48	37.41	52.43
WHP2026.04		0.59	0.68	18.97	19.99	61.87	64.65	27.5	35.68	52.19
NPOGDR2026.04		0.44	0.54	0.1	0.05	56.12	58.75	25.33	36.91	52.41
GA2026.04		0.39	0.49	0.44	0.39	30.82	32.47	26	35.02	51.41
GAGDR2026.04		0.34	0.39	0.44	0.34	39.83	41.2	28.99	34.97	51.55
NPO2026.04		0.34	0.44	0.1	0.05	56.61	56.61	20.07	38.15	52.45
WHPGDR2026.04		0.15	0.24	4.29	5.27	61.87	62.85	24.57	33.73	52.06
DPO2026.04		0	0	0	0	67.92	69.43	0	6.44	52.31
DPOGDR2026.04		0	0	1.37	1.66	63.04	64.16	0	15.19	53.67
DPOKLR2026.04		0	0.06	58.65	60.99	65.53	67.09	11.81	19.94	54.31
RMU2026.04		0	0	0	0	16.52	18.14	7.75	8.68	50.47