UT-Zappos
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Compositional Zero-Shot Learning | UT-Zappos Closed World | HM60.5 | 42 | |
| Compositional Zero-Shot Learning | UT-Zappos open world | HM54.5 | 38 | |
| Compositional Zero-Shot Learning | UT-Zappos (test) | Top-1 Acc52.1 | 9 | |
| Unseen Pair Detection | UT-Zappos (test) | Accuracy (Closed)49.9 | 8 | |
| Continual Compositional Zero-Shot Learning | UT-Zappos | AUC Session 060.42 | 8 | |
| Compositional Zero-Shot Learning | UT-Zappos50K (test) | Seen Accuracy63.5 | 8 | |
| Image Classification | UT Zappos50K | Top-1 Accuracy87.7 | 4 | |
| Compositional Zero-Shot Learning | UT-Zappos | AUC25.9 | 3 | |
| Unseen Pair Detection | UT-Zappos | Accuracy (closed)- | 0 |
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