Incremental Action Recognition on UCF-101 20 tasks
51.8FAAER+Ours
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ER+OursBackbone=ResNet-34, Feature Extractor=Temporal Segment Networks (TSN), Pre-trained=ImageNet, Memory size=2020 videos2025.08 | 51.8 | 38.9 | 82.7 | |
| ER+CCL-DCBackbone=ResNet-34, Feature Extractor=Temporal Segment Networks (TSN), Pre-trained=ImageNet, Memory size=2020 videos2025.08 | 39.8 | 51.9 | 81.9 | |
| ERBackbone=ResNet-34, Feature Extractor=Temporal Segment Networks (TSN), Pre-trained=ImageNet, Memory size=2020 videos2025.08 | 13.1 | 72.8 | 42.5 |