📊 Showing 4 results | 📏 Metric: average top-1 classification accuracy
| Rank | Model | Paper | average top-1 classification accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | ZeroDiff | Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models | 86.40 | 2024-06-05 | - |
| 2 | ZSL-KG | Zero-Shot Learning with Common Sense Knowledge Graphs | 78.08 | 2020-06-18 | 📦 BatsResearch/zsl-kg 📦 BatsResearch/nayak-arxiv20-code 📦 batsresearch/nayak-tmlr22-code |
| 3 | ZSL_TF-VAEGAN | Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification | 72.20 | 2020-03-17 | 📦 akshitac8/tfvaegan |
| 4 | DUET (Ours) | DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning | 69.90 | 2022-07-04 | 📦 zjukg/structure-clip 📦 zjukg/DUET |