| Paper | Code | Top-1 Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Synthetic Sample Selection for Generalized Zero-Shot Learning | 68.7 | SPOT | 2023-04-06 | |
| CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition | 68.4 | CLASTER | 2021-01-18 | |
| Elaborative Rehearsal for Zero-shot Action Recognition | ✓ Link | 60.2 | ER-ZSAR | 2021-08-05 |
| Zero-Shot Action Recognition With Error-Correcting Output Codes | 59.8 | ZSECOC | 2017-07-01 | |
| I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs | ✓ Link | 56.5 | TS-GCN | 2019-07-17 |
| Evaluation of Output Embeddings for Fine-Grained Image Classification | ✓ Link | 47.5 | SJE(Atrribute) | 2014-09-30 |
| Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation | 44.3 | MTE | 2016-11-26 | |
| An embarrassingly simple approach to zero-shot learning | ✓ Link | 39.6 | ESZSL | 2015-07-06 |
| Evaluation of Output Embeddings for Fine-Grained Image Classification | ✓ Link | 28.6 | SJE(Word Embedding) | 2014-09-30 |