Extreme Multi-label Classification on LF-AOL-270K-10
36.84P@1ANCE+IRENE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ANCE+IRENESetting=Zero-Shot2026.06 | 36.84 | 67.82 | |
| DPR+IRENESetting=Zero-Shot2026.06 | 36.8 | 60.22 | |
| NGAME+IRENESetting=Zero-Shot2026.06 | 36.47 | 59.57 | |
| NGAME+IRENESetting=Generalized2026.06 | 35.11 | 52.3 | |
| DPR+IRENESetting=Generalized2026.06 | 35.07 | 52.57 | |
| MACLR+IRENESetting=Zero-Shot2026.06 | 34.32 | 61.29 | |
| ANCESetting=Zero-Shot2026.06 | 33.43 | 67.84 | |
| NGAMESetting=Zero-Shot2026.06 | 30.9 | 54.2 | |
| ANCE+IRENESetting=Generalized2026.06 | 30.84 | 51.75 | |
| MACLR+IRENESetting=Generalized2026.06 | 30.4 | 44.71 | |
| DPRSetting=Zero-Shot2026.06 | 30.38 | 53.82 | |
| Zest-XMLSetting=Generalized2026.06 | 26.34 | 26.57 | |
| SemSup-XCSetting=Zero-Shot2026.06 | 26.27 | 36.31 | |
| SemSup-XCSetting=Generalized2026.06 | 26.12 | 23.92 | |
| DEXASetting=Generalized2026.06 | 25.09 | 46.76 | |
| ANCESetting=Generalized2026.06 | 22.63 | 49.72 | |
| DEXASetting=Zero-Shot2026.06 | 21.68 | 41.85 | |
| NGAMESetting=Generalized2026.06 | 20.16 | 38.27 | |
| DPRSetting=Generalized2026.06 | 19.71 | 37.99 | |
| TF-IDFSetting=Zero-Shot2026.06 | 13.74 | 28.05 | |
| MACLRSetting=Zero-Shot2026.06 | 11.31 | 18.24 | |
| Zest-XMLSetting=Zero-Shot2026.06 | 9.34 | 25.91 | |
| MACLRSetting=Generalized2026.06 | 9.26 | 7.52 | |
| TF-IDFSetting=Generalized2026.06 | 6.61 | 9.9 |