Metric: Top-1 Accuracy (higher is better)
| # | Model↕ | Top-1 Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SPOT | 68.7 | No | Synthetic Sample Selection for Generalized Zero-... | 2023-04-06 | - |
| 2 | CLASTER | 68.4 | No | CLASTER: Clustering with Reinforcement Learning ... | 2021-01-18 | - |
| 3 | ER-ZSAR | 60.2 | No | Elaborative Rehearsal for Zero-shot Action Recog... | 2021-08-05 | Code |
| 4 | ZSECOC | 59.8 | No | - | - | - |
| 5 | TS-GCN | 56.5 | No | - | - | Code |
| 6 | SJE(Atrribute) | 47.5 | No | Evaluation of Output Embeddings for Fine-Grained... | 2014-09-30 | Code |
| 7 | MTE | 44.3 | No | Multi-Task Zero-Shot Action Recognition with Pri... | 2016-11-26 | - |
| 8 | ESZSL | 39.6 | No | - | - | Code |
| 9 | SJE(Word Embedding) | 28.6 | No | Evaluation of Output Embeddings for Fine-Grained... | 2014-09-30 | Code |