Action Recognition on UCF101 (TruZe)
76.8Accuracy (1-shot)TRX + L2A
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TRX + L2AWay=52022.06 | 76.8 | 88.9 | 92.7 | 93.8 | 94.1 | — | — | |
| TRXWay=52022.06 | 75.2 | 88.1 | 91.5 | 93.1 | 93.5 | — | — | |
| ARN + L2AWay=52022.06 | 63.9 | 73.1 | 77.4 | 80.4 | 81.3 | — | — | |
| ARNWay=52022.06 | 61.2 | 70.7 | 75.2 | 78.8 | 80.2 | — | — | |
| C3D-PN + L2AWay=52022.06 | 52.5 | 63.8 | 70.1 | 75.2 | 78.2 | — | — | |
| C3D-PNWay=52022.06 | 50.9 | 61.9 | 67.5 | 72.9 | 75.4 | — | — | |
| ODEvaluation Protocol=Zero-Shot Learning (ZSL)2023.04 | — | — | — | — | — | 22.9 | — | |
| ODEvaluation Protocol=Generalized Zero-Shot Learning (GZSL)2023.04 | — | — | — | — | — | — | 42.4 | |
| OD + SPOTEvaluation Protocol=Zero-Shot Learning (ZSL)2023.04 | — | — | — | — | — | 25.5 | — | |
| OD + SPOTEvaluation Protocol=Generalized Zero-Shot Learning (GZSL)2023.04 | — | — | — | — | — | — | 44.1 | |
| WGANEvaluation Protocol=Zero-Shot Learning (ZSL)2023.04 | — | — | — | — | — | 22.5 | — | |
| WGANEvaluation Protocol=Generalized Zero-Shot Learning (GZSL)2023.04 | — | — | — | — | — | — | 36.3 | |
| WGAN + SPOTEvaluation Protocol=Zero-Shot Learning (ZSL)2023.04 | — | — | — | — | — | 25.3 | — | |
| WGAN + SPOTEvaluation Protocol=Generalized Zero-Shot Learning (GZSL)2023.04 | — | — | — | — | — | — | 39.1 |