Table 6 Comparison of GCN
From: Semantic embeddings of generic objects for zero-shot learning
Semantics | Top-1 | Top-5 | Top-10 | p trivial | Training time |
|---|---|---|---|---|---|
Trivial | 20.30 | 51.94 | 62.23 | 1 | ≈1 s |
TransE∗ | 20.13 | 48.32 | 58.06 | 0.84 | ≈1 s |
GCN−random | 20.87 | 51.93 | 63.26 | 0.79 | ≈30 min |
GCN−GloVe | 23.47 | 56.10 | 67.61 | 0.82 | ≈30 min |