Extreme Classification on MM-AmazonTitles-300K (test)
52.3P@1MUFIN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MUFINModality=Visual + Textual2023.09 | 52.3 | 52.3 | 34.76 | 50.46 | 50.63 | 0.6 | 1.32 | |
| VisualBert + MUFINModality=Visual + Textual, Augmentation=MUFIN pipeline2023.09 | 49.11 | 49.11 | 32.35 | 46.95 | 46.43 | 0.58 | 8.35 | |
| SiameseXMLModality=Textual2023.09 | 48.64 | 48.64 | 32.99 | 47.46 | 47.72 | 0.57 | 0.82 | |
| ECLAREModality=Textual2023.09 | 47.84 | 47.84 | 32.22 | 46.04 | 46.08 | 0.55 | 0.08 | |
| BonsaiModality=Textual2023.09 | 47.34 | 47.34 | 31.65 | 45.4 | 45.04 | 0.55 | 5.71 | |
| AttentionXMLModality=Textual2023.09 | 46.45 | 46.45 | 31.17 | 44.34 | 43.73 | 0.53 | 4.33 | |
| MACHModality=Textual2023.09 | 42.22 | 42.22 | 28.14 | 40.39 | 39.7 | 0.49 | 0.46 | |
| XTModality=Textual2023.09 | 41.45 | 41.45 | 27.71 | 39.64 | 38.91 | 0.52 | 5.21 | |
| CLIP + MUFINModality=Visual + Textual, Augmentation=MUFIN pipeline2023.09 | 40.49 | 40.49 | 27.38 | 38.45 | 37.19 | 0.485 | 6.46 |