Temporal Action Localization On Multithumos 1
평가 지표
Average mAP
mAP IOU@0.1
mAP IOU@0.2
mAP IOU@0.3
mAP IOU@0.4
mAP IOU@0.5
mAP IOU@0.6
mAP IOU@0.7
mAP IOU@0.8
mAP IOU@0.9
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | Average mAP | mAP IOU@0.1 | mAP IOU@0.2 | mAP IOU@0.3 | mAP IOU@0.4 | mAP IOU@0.5 | mAP IOU@0.6 | mAP IOU@0.7 | mAP IOU@0.8 | mAP IOU@0.9 |
|---|---|---|---|---|---|---|---|---|---|---|
| pointtad-multi-label-temporal-action | 23.5 | 42.3 | 39.7 | 35.8 | 30.9 | 24.9 | 18.5 | 12.0 | 5.6 | 1.4 |
| ms-tct-multi-scale-temporal-convtransformer | 16.2 | - | - | - | - | - | - | - | - | - |
| dual-detrs-for-multi-label-temporal-action | 32.64 | 53.42 | - | 47.41 | - | 35.18 | - | 20.18 | - | 4.02 |
| temporal-action-localization-with-enhanced | 37.5 | - | 57.7 | - | - | 42.7 | - | 24.3 | - | - |
| temporal-action-localization-with-enhanced | 30.7 | - | 49.1 | - | - | 34.3 | - | 17.8 | - | - |
| pdan-pyramid-dilated-attention-network-for | 17.3 | - | - | - | - | - | - | - | - | - |
| temporalmaxer-maximize-temporal-context-with | 29.9 | 49.1 | 47.5 | 44.3 | 39.4 | 33.4 | 26.5 | 17.4 | 9.1 | 2.24 |
| modeling-multi-label-action-dependencies-for | 14.2 | - | - | - | - | - | - | - | - | - |