Incremental Action Recognition on UCF-101 (10 tasks)
58.5FAAER+Ours
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ER+OursBackbone=ResNet-34, Feature Extractor=Temporal Segment Networks (TSN), Pre-trained=ImageNet, Memory size=2020 videos2025.08 | 58.5 | 29.7 | 82 | |
| ER+CCL-DCBackbone=ResNet-34, Feature Extractor=Temporal Segment Networks (TSN), Pre-trained=ImageNet, Memory size=2020 videos2025.08 | 51.2 | 36.7 | 80.3 | |
| ERBackbone=ResNet-34, Feature Extractor=Temporal Segment Networks (TSN), Pre-trained=ImageNet, Memory size=2020 videos2025.08 | 43.9 | 39.2 | 71 |