Metric: ZSL (higher is better)
| # | Model↕ | ZSL▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | KDA | 8.43 | No | Boosting Audio-visual Zero-shot Learning with La... | 2023-11-21 | Code |
| 2 | Hyper-multiple | 7.97 | No | Hyperbolic Audio-visual Zero-shot Learning | 2023-08-24 | - |
| 3 | TCaF | 6.06 | No | Temporal and cross-modal attention for audio-vis... | 2022-07-20 | Code |
| 4 | AVCA | 6 | No | Audio-visual Generalised Zero-shot Learning with... | 2022-03-07 | Code |
| 5 | AVGZSLNet | 5.28 | No | AVGZSLNet: Audio-Visual Generalized Zero-Shot Le... | 2020-05-27 | - |
| 6 | CJME | 5.16 | No | Coordinated Joint Multimodal Embeddings for Gene... | 2019-10-19 | - |
| 7 | APN | 4.49 | No | Attribute Prototype Network for Any-Shot Learning | 2022-04-04 | - |