Classification on CUB (test) (MCA Metrics)
73.5MCA_uRGEN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RGENCategory=Embedding-based (EMB)2021.11 | 73.5 | 60 | 66.1 | |
| DPPNCategory=Embedding-based (EMB)2021.11 | 70.2 | 77.1 | 73.5 | |
| APNCategory=Embedding-based (EMB)2021.11 | 65.3 | 69.3 | 67.2 | |
| GEM-ZSLCategory=Embedding-based (EMB)2021.11 | 64.8 | 77.1 | 70.4 | |
| CE-GZSLCategory=Generative (GEN)2021.11 | 63.9 | 66.8 | 65.3 | |
| TF-VAEGANCategory=Generative (GEN)2021.11 | 63.8 | 79.3 | 70.7 | |
| ARENCategory=Embedding-based (EMB)2021.11 | 63.2 | 69 | 66 | |
| GCM-CFCategory=Generative (GEN)2021.11 | 61 | 59.7 | 60.3 | |
| DAZLECategory=Embedding-based (EMB)2021.11 | 56.7 | 59.6 | 58.1 | |
| IZF-SoftmaxCategory=Generative (GEN)2021.11 | 52.7 | 68 | 59.4 | |
| E-PGNCategory=Generative (GEN)2021.11 | 52 | 61.1 | 56.2 | |
| CosineSoftmaxCategory=Embedding-based (EMB)2021.11 | 47.4 | 47.6 | 47.5 | |
| COSMOCategory=Embedding-based (EMB)2021.11 | 44.4 | 57.8 | 50.2 | |
| LFGAACategory=Embedding-based (EMB)2021.11 | 43.4 | 79.6 | 56.2 | |
| VSE-SCategory=Embedding-based (EMB)2021.11 | 33.4 | 87.5 | 48.4 | |
| PRENCategory=Embedding-based (EMB)2021.11 | 32.5 | 55.8 | 43.1 | |
| MLSECategory=Embedding-based (EMB)2021.11 | 22.3 | 71.6 | 34 |