Behavioral-level Action Recognition on Ego4D-derived (test)
45.7F1 (macro)HiT-HAR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiT-HARParams=703K2026.05 | 45.7 | 49 | |
| IMU2CLIPParams=4.0M2026.05 | 38.5 | 43.5 | |
| CNN-LSTM-GRUParams=1.19M2026.05 | 37.8 | 45.5 | |
| Mantis-8MParams=8M, Evaluation Protocol=adapter-head fine-tuning2026.05 | 37 | 46.7 | |
| CNN-MLPParams=1.07M2026.05 | 36.7 | 45.1 | |
| MLP-MLPParams=1.03M2026.05 | 33.9 | 43.6 | |
| Mantis-8MParams=8M, Evaluation Protocol=frozen features + SVM2026.05 | 30.1 | 32.1 |