Image Classification on Animals With Attributes 2 (Proposed Split)
80.6HADiVA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADiVACategory=Generative2026.03 | 80.6 | 80.8 | 75.6 | 86.3 | |
| I2DFormer+Category=Embedding2026.03 | 75.9 | 77.3 | 69.8 | 83.2 | |
| TFVAEGAN+SHIPCategory=Generative2026.03 | 74.7 | — | 61.2 | 95.9 | |
| ViFRCategory=Generative2026.03 | 73.2 | 77.8 | 68.2 | 78.9 | |
| DUETCategory=Embedding2026.03 | 72.7 | 69.9 | 63.7 | 84.7 | |
| I2DFormerCategory=Embedding2026.03 | 71.5 | 76.4 | 66.8 | 76.8 | |
| CLSWGAN + DSPCategory=Generative2026.03 | 70.7 | — | 60 | 86 | |
| SE-GZSLCategory=Generative2026.03 | 68.8 | — | 59.9 | 80.7 | |
| FREECategory=Generative2026.03 | 67.1 | — | 60.4 | 75.4 | |
| TF-VAEGANCategory=Generative2026.03 | 66.6 | 72.2 | 59.8 | 75.1 | |
| HSVACategory=Generative2026.03 | 66.3 | — | 56.7 | 79.8 | |
| TDCSSCategory=Generative2026.03 | 66.1 | — | 59.2 | 74.9 | |
| f-VAEGANCategory=Generative2026.03 | 63.5 | 71.1 | 57.6 | 70.6 | |
| CDL + OSCOCategory=Generative2026.03 | 57.1 | — | 48 | 71 | |
| DSECNCategory=Embedding2026.03 | 53.7 | 40 | — | — | |
| ICISCategory=Embedding2026.03 | 51.6 | 64.6 | 35.6 | 93.3 |