Recommendation Unlearning on Industrial & Scientific (Forget)

24.9HR@5Original

Evaluation Results

Method
Original2026.06	24.9	29.7	20	20	19.5
Original2026.06	23.1	28.8	18.5	20.1	18.4
Original2026.06	20.9	26.7	13	16.2	12.9
Original2026.06	20.6	25.6	16.7	18.7	16.7
RMU2026.06	19.6	26.4	17.2	16.5	17.2
ELM2026.06	19.3	24.9	15.2	16	17.1
Original2026.06	19.2	25.8	12.1	16.2	12.1
BLUR2026.06	19.1	24.5	14.7	16	16.5
REPNoise2026.06	18.7	21.3	14.6	14.1	16
RMU2026.06	18.2	25.6	15.9	16.5	16.3
ELM2026.06	18	24.2	14.3	16.2	16
RMU2026.06	17.8	20.7	10.8	13.7	11
RMU2026.06	17.8	21.5	11.4	14.5	11.6
Original2026.06	17.7	21.9	15.2	17	14.7
FLAT2026.06	17.6	19.3	12.6	13.3	14.7
BLUR2026.06	17.5	23.4	13.5	15.9	15.6
ELM2026.06	17.4	21.1	11	14.1	11.2
Original2026.06	17.3	22.7	15.2	17.2	14.9
REPNoise2026.06	17.2	20.3	13.5	13.9	15.1
Original2026.06	17	23	11	15	11
BLUR2026.06	16.9	20.7	10.6	13.6	10.8
ELM2026.06	16.7	20.2	10.4	13.3	10.7
BLUR2026.06	16.4	19.8	10.1	12.9	10.4
RMU2026.06	16.4	22.6	14.2	15.5	14.8
FLAT2026.06	16.3	18.4	11.7	13.6	13.7
ELM2026.06	15.9	21.5	13	15.1	14.4
FLAT2026.06	15.8	18.9	9.7	12.4	10.1
BLUR2026.06	15.6	21.1	12.5	14.6	14.1
REPNoise2026.06	15.4	18.5	9.5	12.1	9.9
REPNoise2026.06	15.2	18.3	12.4	13.1	13.4
RMU2026.06	15.1	18.1	9.4	12.1	9.8
Original2026.06	14.8	19.8	10	13.6	9.7
FLAT2026.06	14.8	17.7	9.1	11.6	9.7
PISCES2026.06	14.8	16.7	11.9	11.6	13.6
REPNoise2026.06	14.5	17.4	9	11.4	9.6
FLAT2026.06	14.5	16.6	10.9	12.4	12.4
Original2026.06	14.4	20.3	9.9	13.9	9.9
ELM2026.06	14.3	17.6	9.1	11.6	9.6
RMU2026.06	14	19.3	13.1	14.2	13.1
BLUR2026.06	13.9	17.1	8.7	11.1	9.3
ELM2026.06	13.8	18.5	11.6	13.7	12.7
PISCES2026.06	13.8	16.2	11	11.6	12.6
PISCES2026.06	13.7	16.8	8.4	10.8	9.5
BLUR2026.06	13.7	17.8	11.3	13.3	12.3
RMU2026.06	13.4	20.2	13	14.4	13.4
ELM2026.06	13.3	18.9	11.9	13.8	12.9
REPNoise2026.06	13.2	15.6	11.2	11.8	11.8
REPNoise2026.06	13.1	16.3	8.1	10.5	8.9
RMU2026.06	13.1	15.1	8.4	10.6	8.5
BLUR2026.06	13	18.7	11.1	13.6	12.8
RMU2026.06	12.8	15.3	8.3	10.9	8.6
REPNoise2026.06	12.8	16	11.1	12	12.2
PISCES2026.06	12.5	15.3	7.7	9.9	9.2
FLAT2026.06	12.4	14.1	9.7	11.4	11.1
ELM2026.06	12.3	14.5	8	10.2	8.3
FLAT2026.06	12.3	14.5	9.6	11.4	11.1
BLUR2026.06	12.1	14.2	7.7	9.9	8
PISCES2026.06	12.1	14.3	10	10.8	11.7
FLAT2026.06	11.9	14.8	7.4	9.6	8.2
ELM2026.06	11.9	14.9	7.9	10.3	8.4
TRACER2026.06	11.9	14	10.7	10.4	12.7
BLUR2026.06	11.6	14.5	7.6	10	8.1
REPNoise2026.06	11.1	13.4	7.1	9.2	7.6
TRACER2026.06	11.1	14.5	7.5	9.8	8.7
TRACER2026.06	10.9	13.6	9.6	10.6	11.9
REPNoise2026.06	10.7	13.7	7	9.4	7.7
PISCES2026.06	10.3	12.1	9.3	9.7	10.3
TRACER2026.06	10.2	13.3	6.8	9	8.1
PISCES2026.06	10.2	12.6	9.1	9.7	10.4
PISCES2026.06	10.1	12.9	6.6	8.6	7.6
TRACER2026.06	9.7	12.2	8.9	9.7	10.6
FLAT2026.06	9.6	12.4	6.3	8.5	7.1
FLAT2026.06	9.5	12.2	6	8.2	7
TRACER2026.06	8.7	10.4	7.9	8.9	9.5
PISCES2026.06	8.5	11.1	5.4	7.4	6.5
PISCES2026.06	8.3	11.4	5.5	7.5	6.6
TRACER2026.06	8.3	10.7	8	9.2	9.5
TRACER2026.06	8	11	5.8	7.9	7.1
TRACER2026.06	6.3	9	4.5	6.6	6
TRACER2026.06	6.1	8.7	4.7	6.6	6.1