Imitation error detection on EgoMe (val)
33.56AUPRC @ 0.3SAVA-X
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAVA-XBaseline Category=Ours, Input Modality=Ego+Exo2026.03 | 33.56 | 24.04 | 9.48 | 22.36 | 59.31 | |
| ActionFormerBaseline Category=Temporal Action Localization (TAL), Input Modality=Ego+Exo2026.03 | 31.37 | 15.41 | 2.63 | 16.47 | 48.89 | |
| Exo2EgoDVCBaseline Category=Dense Video Captioning (DVC), Input Modality=Ego+Exo2026.03 | 31.33 | 20.27 | 7.49 | 19.69 | 59.06 | |
| TriDetBaseline Category=Temporal Action Localization (TAL), Input Modality=Ego+Exo2026.03 | 30.04 | 14.61 | 2.44 | 15.7 | 49.05 | |
| PDVCBaseline Category=Dense Video Captioning (DVC), Input Modality=Ego+Exo2026.03 | 28.21 | 20.48 | 7.95 | 18.88 | 58.58 | |
| PDVCBaseline Category=Only Egocentric Input, Input Modality=Ego-only2026.03 | 19.35 | 13.91 | 5.11 | 12.79 | 57.63 |