Weakly Supervised Action Localization On
評価指標
mAP@0.1:0.5
mAP@0.1:0.7
mAP@0.5
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 | mAP@0.1:0.5 | mAP@0.1:0.7 | mAP@0.5 |
|---|---|---|---|
| background-modeling-via-uncertainty | 51.6 | 41.9 | 33.7 |
| d2-net-weakly-supervised-action-localization | 51.4 | - | 35.9 |
| completeness-modeling-and-context-separation | - | 32.4 | 23.1 |
| weakly-supervised-temporal-action | - | - | 23.9 |
| adversarial-background-aware-loss-for-weakly | 46.9 | 37.8 | 30.1 |
| 3c-net-category-count-and-center-loss-for | - | - | 26.6 |
| proposal-based-multiple-instance-learning-for-1 | 57.4 | 47.0 | 40.0 |
| two-stream-networks-for-weakly-supervised | 57.2 | 46.2 | 37.1 |
| weakly-supervised-action-localization-by-2 | 45.6 | 37.0 | 28.8 |
| cross-modal-consensus-network-for-weakly | 54.4 | 44.6 | 38.3 |
| cola-weakly-supervised-temporal-action | 50.3 | 40.9 | 32.2 |
| multilevel-semantic-and-adaptive-actionness | 61.5 | 50.6 | 41.8 |
| asm-loc-action-aware-segment-modeling-for | - | 45.1 | 36.6 |
| hr-pro-point-supervised-temporal-action | 71.6 | 60.3 | 52.2 |
| learning-action-completeness-from-points-for | 62.7 | 52.8 | 45.3 |
| actionness-inconsistency-guided-contrastive | 56.9 | 46.4 | 36.9 |
| point-level-temporal-action-localization | 55.6 | 44.8 | 35.9 |
| weakly-supervised-action-localization-by | - | 27.0 | 16.9 |
| autoloc-weakly-supervised-temporal-action-1 | - | - | 21.2 |
| temporal-structure-mining-for-weakly | - | - | 24.5 |
| revisiting-foreground-and-background-1 | - | 49.2 | - |
| weakly-supervised-temporal-action-8 | 59.1 | 48.5 | 41.0 |
| untrimmednets-for-weakly-supervised-action | - | - | 13.7 |
| revisiting-foreground-and-background-1 | 57.1 | 46.2 | - |
| hide-and-seek-forcing-a-network-to-be | - | - | 6.8 |
| w-talc-weakly-supervised-temporal-activity | - | - | 22.8 |
| sf-net-single-frame-supervision-for-temporal | 51.2 | 41.2 | 30.5 |
| acm-net-action-context-modeling-network-for | 53.2 | 42.6 | 34.6 |
| marginalized-average-attentional-network-for-1 | - | 31.6 | 20.3 |
| background-suppression-network-for-weakly | 43.6 | 35.3 | 27 |
| pivotal-prior-driven-supervision-for-weakly | 60.1 | 49.6 | 42.8 |