Image Classification on AWA1 (unseen)
73.1AccuracyCMC-GAN + SPOT
Evaluation results
| Method | Links | |
|---|---|---|
| CMC-GAN + SPOTsetting=zero-shot, SPOT=true2023.04 | 73.1 | |
| f-VAEGAN + SPOTsetting=zero-shot, SPOT=true2023.04 | 72.7 | |
| CMC-GANsetting=zero-shot2023.04 | 71.4 | |
| WGAN + SPOTsetting=zero-shot, SPOT=true2023.04 | 71.1 | |
| f-VAEGANsetting=zero-shot2023.04 | 71.1 | |
| Cycle-WGAN + SPOTsetting=zero-shot, SPOT=true2023.04 | 69.7 | |
| WGANsetting=zero-shot2023.04 | 68.2 | |
| Cycle-WGANsetting=zero-shot2023.04 | 65.6 | |
| HSVAsetting=CZSL, backbone=ResNet-101, type=Inductive2021.09 | 0.706 | |
| DCNsetting=CZSL, backbone=ResNet-101, type=Inductive2021.09 | 0.653 | |
| CADA-VAEsetting=CZSL, backbone=ResNet-101, type=Inductive2021.09 | 0.63 | |
| DeViSEsetting=CZSL, backbone=ResNet-101, type=Inductive2021.09 | 0.542 |