Online Action Detection on THUMOS14 (val)
64.66mAP K400OAD Transformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OAD TransformerNumber of Transformer Layers=2, Continual Inference Scenario=one token at a time2025.11 | 64.66 | 56.95 | 16.92 | 1 | |
| Co. TransformerNumber of Transformer Layers=2, Continual Inference Scenario=one token at a time2025.11 | 63.93 | 56.04 | 0.65 | 10.55 | |
| DeepCoTNumber of Transformer Layers=2, Continual Inference Scenario=one token at a time2025.11 | 63.68 | 56.21 | 0.4 | 23.65 | |
| NystromformerNumber of Transformer Layers=2, Landmarks=16, Continual Inference Scenario=one token at a time2025.11 | 59.32 | 50.24 | 9.42 | 1.06 | |
| Co. NystromformerNumber of Transformer Layers=2, Landmarks=16, Continual Inference Scenario=one token at a time2025.11 | 59.3 | 50.68 | 1.43 | 0.99 |