Action Anticipation On Epic Kitchens 55 Seen
評価指標
Top 1 Accuracy - Act.
Top 1 Accuracy - Noun
Top 1 Accuracy - Verb
Top 5 Accuracy - Act.
Top 5 Accuracy - Noun
Top 5 Accuracy - Verb
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | Top 1 Accuracy - Act. | Top 1 Accuracy - Noun | Top 1 Accuracy - Verb | Top 5 Accuracy - Act. | Top 5 Accuracy - Noun | Top 5 Accuracy - Verb |
|---|---|---|---|---|---|---|
| anticipative-video-transformer | 16.84 | 20.16 | 34.36 | 36.52 | 51.57 | 80.03 |
| predicting-the-next-action-by-modeling-the | 22.03 | 51.56 | 35.34 | 38.29 | 58.01 | 82.56 |
| scaling-egocentric-vision-the-epic-kitchens | 4.32 | 15.15 | 29.76 | 15.21 | 38.56 | 76.03 |
| scaling-egocentric-vision-the-epic-kitchens | 6.00 | 16.22 | 31.81 | 28.21 | 42.15 | 76.56 |
| learning-to-anticipate-egocentric-actions-by | 14.66 | 22.79 | 35.44 | 34.98 | 52.09 | 79.72 |
| red-reinforced-encoder-decoder-networks-for | 8.08 | 16.07 | 29.35 | 18.19 | 38.83 | 74.49 |
| what-would-you-expect-anticipating-egocentric | 14.39 | 22.78 | 33.04 | 33.73 | 50.95 | 79.55 |