Recommendation Unlearning on Sports & Outdoors (Forget)
10.9HR@5Original
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OriginalBackbone=ETEGRec2026.06 | 10.9 | 11.3 | 7.4 | 6.8 | 6.4 | |
| OriginalBackbone=LETTER2026.06 | 10.3 | 10.8 | 7.1 | 6.9 | 6.3 | |
| ELMBackbone=ETEGRec2026.06 | 9.5 | 9.3 | 6 | 5.9 | 5.6 | |
| BLURBackbone=ETEGRec2026.06 | 9.1 | 8.7 | 6.1 | 5.7 | 5.4 | |
| OriginalBackbone=MOR2026.06 | 9 | 9.6 | 6.3 | 6.5 | 5.6 | |
| RMUBackbone=ETEGRec2026.06 | 8.9 | 9.6 | 6.4 | 6.1 | 6 | |
| RMUBackbone=LETTER2026.06 | 8.5 | 9.9 | 5.7 | 6.3 | 5.9 | |
| ELMBackbone=LETTER2026.06 | 8.2 | 9.3 | 5.7 | 5.9 | 5.5 | |
| FLATBackbone=ETEGRec2026.06 | 8.2 | 8.1 | 5.8 | 5.3 | 5.1 | |
| OriginalBackbone=P5SID2026.06 | 7.9 | 8.4 | 5.6 | 5.8 | 5.1 | |
| BLURBackbone=LETTER2026.06 | 7.9 | 9.4 | 5.6 | 5.6 | 5.2 | |
| RMUBackbone=MOR2026.06 | 7.8 | 7.5 | 5.4 | 5.4 | 5.1 | |
| OriginalBackbone=TIGER2026.06 | 7.8 | 8.4 | 5.5 | 5.9 | 5.2 | |
| FLATBackbone=LETTER2026.06 | 7.8 | 7.5 | 5.4 | 4.8 | 5.1 | |
| REPNoiseBackbone=ETEGRec2026.06 | 7.7 | 8.5 | 5.5 | 5.2 | 5 | |
| ELMBackbone=MOR2026.06 | 7.4 | 7.4 | 5.5 | 4.8 | 4.7 | |
| BLURBackbone=MOR2026.06 | 7.3 | 7.1 | 4.7 | 5.2 | 4.8 | |
| PISCESBackbone=ETEGRec2026.06 | 7.3 | 7.3 | 4.7 | 4.4 | 4.7 | |
| RMUBackbone=TIGER2026.06 | 7 | 6.5 | 4.2 | 4.9 | 4.3 | |
| REPNoiseBackbone=LETTER2026.06 | 7 | 7.3 | 5.5 | 5.3 | 5.1 | |
| REPNoiseBackbone=MOR2026.06 | 6.9 | 6.7 | 4.4 | 4.9 | 4.4 | |
| ELMBackbone=P5SID2026.06 | 6.5 | 6 | 4.3 | 4.5 | 4.3 | |
| RMUBackbone=P5SID2026.06 | 6.3 | 7.3 | 4.1 | 4.7 | 4.6 | |
| PISCESBackbone=LETTER2026.06 | 6.1 | 7.1 | 4.5 | 4.4 | 4.9 | |
| FLATBackbone=MOR2026.06 | 5.9 | 6.8 | 3.9 | 4.2 | 4.4 | |
| TRACERBackbone=ETEGRec2026.06 | 5.9 | 6.1 | 4.4 | 4 | 4.3 | |
| BLURBackbone=TIGER2026.06 | 5.8 | 6.1 | 4.3 | 4.3 | 4.4 | |
| ELMBackbone=TIGER2026.06 | 5.7 | 6.8 | 4.5 | 4.4 | 4.4 | |
| REPNoiseBackbone=TIGER2026.06 | 5.7 | 5.8 | 4.2 | 3.9 | 3.9 | |
| BLURBackbone=P5SID2026.06 | 5.6 | 5.9 | 4.6 | 4.4 | 4.2 | |
| REPNoiseBackbone=P5SID2026.06 | 5.4 | 6.3 | 3.7 | 3.9 | 4 | |
| TRACERBackbone=LETTER2026.06 | 5.4 | 5.7 | 4.1 | 3.8 | 4.2 | |
| PISCESBackbone=MOR2026.06 | 5.2 | 5.6 | 3.8 | 3.9 | 4 | |
| FLATBackbone=TIGER2026.06 | 4.9 | 5.6 | 3.4 | 3.8 | 3.6 | |
| FLATBackbone=P5SID2026.06 | 4.9 | 5.5 | 3.5 | 3.4 | 3.5 | |
| TRACERBackbone=MOR2026.06 | 4.4 | 4.6 | 3.4 | 3.3 | 3.6 | |
| PISCESBackbone=TIGER2026.06 | 4.2 | 4.9 | 3.2 | 3.4 | 3.7 | |
| PISCESBackbone=P5SID2026.06 | 4.2 | 4.9 | 3.2 | 3.5 | 3.4 | |
| TRACERBackbone=P5SID2026.06 | 3.3 | 3.7 | 2.6 | 3 | 3 | |
| TRACERBackbone=TIGER2026.06 | 3.1 | 3.6 | 2.8 | 3 | 3.2 |