Metric: ZSL (higher is better)
| # | Model↕ | ZSL▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | KDA | 14 | No | Boosting Audio-visual Zero-shot Learning with La... | 2023-11-21 | Code |
| 2 | Hyper-multiple | 9.5 | No | Hyperbolic Audio-visual Zero-shot Learning | 2023-08-24 | - |
| 3 | AVCA | 9.13 | No | Audio-visual Generalised Zero-shot Learning with... | 2022-03-07 | Code |
| 4 | TCaF | 7.91 | No | Temporal and cross-modal attention for audio-vis... | 2022-07-20 | Code |
| 5 | APN | 6.34 | No | Attribute Prototype Network for Any-Shot Learning | 2022-04-04 | - |
| 6 | CJME | 5.84 | No | Coordinated Joint Multimodal Embeddings for Gene... | 2019-10-19 | - |
| 7 | AVGZSLNet | 5.4 | No | AVGZSLNet: Audio-Visual Generalized Zero-Shot Le... | 2020-05-27 | - |