Recommendation Unlearning on Industrial & Scientific (Retain)
12.8HR@5Original
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OriginalBackbone=LETTER2026.06 | 12.8 | 17.4 | 10.3 | 11.2 | 10.1 | |
| OriginalBackbone=ETEGRec2026.06 | 12.7 | 17.5 | 10.2 | 11.4 | 10 | |
| OriginalBackbone=MOR2026.06 | 12.6 | 17.1 | 10 | 11 | 10 | |
| TRACERBackbone=ETEGRec2026.06 | 12.6 | 17.2 | 10.1 | 11.2 | 9.9 | |
| TRACERBackbone=LETTER2026.06 | 12.4 | 17 | 9.8 | 11 | 9.8 | |
| TRACERBackbone=MOR2026.06 | 12.3 | 16.8 | 9.7 | 11 | 9.6 | |
| BLURBackbone=LETTER2026.06 | 12.3 | 16.8 | 9.6 | 11 | 9.8 | |
| BLURBackbone=ETEGRec2026.06 | 12.3 | 17 | 9.7 | 11 | 9.7 | |
| BLURBackbone=MOR2026.06 | 12 | 16.6 | 9.5 | 10.9 | 9.5 | |
| FLATBackbone=MOR2026.06 | 11.9 | 16.2 | 9.1 | 10.7 | 9.5 | |
| PISCESBackbone=LETTER2026.06 | 11.7 | 16.4 | 9.2 | 10.8 | 9.5 | |
| FLATBackbone=ETEGRec2026.06 | 11.7 | 16.2 | 9.2 | 10.7 | 9.5 | |
| PISCESBackbone=MOR2026.06 | 11.5 | 16.1 | 9 | 10.6 | 9.5 | |
| PISCESBackbone=ETEGRec2026.06 | 11.4 | 16.1 | 8.8 | 10.4 | 9.3 | |
| FLATBackbone=LETTER2026.06 | 11.3 | 15.8 | 8.9 | 10.5 | 9.4 | |
| OriginalBackbone=P5SID2026.06 | 10.3 | 14.5 | 9 | 10.1 | 8.9 | |
| OriginalBackbone=TIGER2026.06 | 10.2 | 14.4 | 8.9 | 10.1 | 8.8 | |
| TRACERBackbone=TIGER2026.06 | 9.7 | 14.1 | 8.6 | 9.8 | 8.7 | |
| TRACERBackbone=P5SID2026.06 | 9.7 | 14.2 | 8.5 | 9.9 | 8.7 | |
| BLURBackbone=P5SID2026.06 | 9.6 | 14 | 8.5 | 9.7 | 8.6 | |
| BLURBackbone=TIGER2026.06 | 9.5 | 14 | 8.6 | 9.7 | 8.6 | |
| FLATBackbone=TIGER2026.06 | 9.1 | 13.4 | 8 | 9.5 | 8.3 | |
| PISCESBackbone=P5SID2026.06 | 9.1 | 13.6 | 8.1 | 9.5 | 8.4 | |
| PISCESBackbone=TIGER2026.06 | 8.8 | 13.6 | 7.9 | 9.4 | 8.4 | |
| ELMBackbone=ETEGRec2026.06 | 8.8 | 14.4 | 7.2 | 9.6 | 9.1 | |
| FLATBackbone=P5SID2026.06 | 8.7 | 13.3 | 7.8 | 9.3 | 8.3 | |
| ELMBackbone=LETTER2026.06 | 8.6 | 14.2 | 7 | 9.4 | 9.2 | |
| ELMBackbone=MOR2026.06 | 8.4 | 13.9 | 6.8 | 9.3 | 9.1 | |
| REPNoiseBackbone=LETTER2026.06 | 7 | 12.9 | 5.7 | 8.6 | 8.9 | |
| REPNoiseBackbone=MOR2026.06 | 6.8 | 12.6 | 5.6 | 8.6 | 9 | |
| RMUBackbone=ETEGRec2026.06 | 6.5 | 12.4 | 5.6 | 8.6 | 8.9 | |
| ELMBackbone=P5SID2026.06 | 6.4 | 11.3 | 5.9 | 8.1 | 8.2 | |
| REPNoiseBackbone=ETEGRec2026.06 | 6.4 | 12.3 | 5 | 8.2 | 8.5 | |
| RMUBackbone=MOR2026.06 | 6.1 | 12.1 | 5.1 | 8.3 | 8.9 | |
| ELMBackbone=TIGER2026.06 | 6.1 | 11.1 | 5.8 | 8 | 7.9 | |
| REPNoiseBackbone=TIGER2026.06 | 5.9 | 11.2 | 5.4 | 8 | 8.1 | |
| RMUBackbone=LETTER2026.06 | 5.9 | 11.8 | 4.9 | 8.2 | 8.7 | |
| REPNoiseBackbone=P5SID2026.06 | 5.8 | 11 | 5.5 | 7.9 | 8 | |
| RMUBackbone=TIGER2026.06 | 5.6 | 10.9 | 5.3 | 7.9 | 8 | |
| RMUBackbone=P5SID2026.06 | 5.5 | 10.8 | 5.2 | 7.8 | 7.8 |