Category-level few-shot learning on Bongard-HOI (test)
76.41AccuracySVM-Mimic + PMF
Evaluation Results
| Method | Links | |
|---|---|---|
| SVM-Mimic + PMFBackbone=CLIP, Fine-tuning protocol=PMF, support-set Transformers=true2023.09 | 76.41 | |
| Prototype + standardize + PMFBackbone=CLIP, Fine-tuning protocol=PMF, support-set standardization=true2023.09 | 75.83 | |
| Prototype-Mimic + PMFBackbone=CLIP, Fine-tuning protocol=PMF, support-set Transformers=true2023.09 | 75.6 | |
| SVM + standardize + PMFBackbone=CLIP, Fine-tuning protocol=PMF, support-set standardization=true2023.09 | 75.42 | |
| PMFBackbone=CLIP, Fine-tuning protocol=PMF2023.09 | 74.44 |