TABLE 4.
Ablation study on 5-way-5-shot and 5-way-1-shot classification tasks with SHREC19.
| Calibrated distribution | Contrastive learning | 5-Way-5-Shot | 5-Way-1-Shot |
|---|---|---|---|
| No | No | 73.14 ± 0.47% | 65.12 ± 0.74% |
| Yes | No | 75.97 ± 0.89% | 70.77 ± 0.19% |
| No | Yes | 74.32 ± 0.12% | 68.44 ± 0.14% |
| Yes | Yes | 77.12 ± 0.21% | 70.59 ± 0.61% |