Metric: Top-1 Accuracy (higher is better)
| # | Model↕ | Top-1 Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BIKE | 86.2 | No | Bidirectional Cross-Modal Knowledge Exploration ... | 2022-12-31 | Code |
| 2 | Text4Vis | 84.6 | No | Revisiting Classifier: Transferring Vision-Langu... | 2022-07-04 | Code |
| 3 | LoCATe-GAT | 73.8 | No | - | - | Code |
| 4 | ResT | 32.5 | No | Cross-modal Representation Learning for Zero-sho... | 2022-05-03 | - |
| 5 | E2E | 26.6 | No | Rethinking Zero-shot Video Classification: End-t... | 2020-03-03 | Code |