Action Recognition on UCF101 PR (test)
91.29WAR (%)Gardener
Evaluation Results
| Method | Links | |
|---|---|---|
| GardenerPruning Ratio (PR %)=8.32026.02 | 91.29 | |
| Sensitivity-based pruningPruning Ratio (PR %)=8.32026.02 | 91.29 | |
| Sensitivity-based pruningPruning Ratio (PR %)=25.02026.02 | 86.63 | |
| GardenerPruning Ratio (PR %)=25.02026.02 | 85.54 | |
| Random pruningPruning Ratio (PR %)=8.32026.02 | 84.49 | |
| Sensitivity-based pruningPruning Ratio (PR %)=41.72026.02 | 84.26 | |
| GardenerPruning Ratio (PR %)=41.72026.02 | 82.97 | |
| GardenerPruning Ratio (PR %)=58.32026.02 | 79.9 | |
| Sensitivity-based pruningPruning Ratio (PR %)=58.32026.02 | 78.91 | |
| Random pruningPruning Ratio (PR %)=25.02026.02 | 76.45 | |
| Sensitivity-based pruningPruning Ratio (PR %)=75.02026.02 | 76.44 | |
| Random pruningPruning Ratio (PR %)=41.72026.02 | 76.21 | |
| Random pruningPruning Ratio (PR %)=58.32026.02 | 73.7 | |
| GardenerPruning Ratio (PR %)=75.02026.02 | 73.56 | |
| Random pruningPruning Ratio (PR %)=75.02026.02 | 72.46 | |
| L1 Norm pruningPruning Ratio (PR %)=41.72026.02 | 72.18 | |
| L1 Norm pruningPruning Ratio (PR %)=58.32026.02 | 69.8 | |
| L1 Norm pruningPruning Ratio (PR %)=75.02026.02 | 69.01 | |
| GardenerPruning Ratio (PR %)=91.72026.02 | 68.81 | |
| Sensitivity-based pruningPruning Ratio (PR %)=91.72026.02 | 68.81 | |
| L1 Norm pruningPruning Ratio (PR %)=25.02026.02 | 68.81 | |
| Random pruningPruning Ratio (PR %)=91.72026.02 | 62.05 | |
| L1 Norm pruningPruning Ratio (PR %)=91.72026.02 | 59.01 | |
| L1 Norm pruningPruning Ratio (PR %)=8.32026.02 | 46.73 |