Error Detection on EgoPER (test)
11.8Overall EDARandom
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Random2026.02 | 11.8 | — | — | — | — | — | — | — | — | — | — | 50 | |
| Random2025.03 | 14.5 | 19.9 | 50 | 11.8 | 50 | 15.7 | 50 | 8.2 | 50 | 17 | 50 | 50 | |
| HF2-VAD + SSPCABSSPCAB=true2026.02 | 25.3 | — | — | — | — | — | — | — | — | — | — | 61.9 | |
| HF2-VAD2026.02 | 25.4 | — | — | — | — | — | — | — | — | — | — | 62.3 | |
| HF2-VAD + SSPCAB2025.03 | 27 | 30.4 | 60.9 | 25.3 | 61.9 | 33.9 | 51.7 | 10 | 60.1 | 35.4 | 63.2 | 59.6 | |
| HF2-VAD2025.03 | 27.1 | 34.5 | 62.6 | 25.4 | 62.3 | 29.1 | 52.7 | 10 | 59.6 | 36.6 | 62.1 | 59.9 | |
| S3R2025.03 | 43 | 52.6 | 51.8 | 47.8 | 61.6 | 50.5 | 52.4 | 16.3 | 51 | 47.8 | 57.9 | 54.9 | |
| S3R2026.02 | 47.8 | — | — | — | — | — | — | — | — | — | — | 61.6 | |
| EgoPEDvariant=AF2026.02 | 51.4 | — | — | — | — | — | — | — | — | — | — | 65.1 | |
| LossFormer2026.02 | 55.4 | — | — | — | — | — | — | — | — | — | — | 67.1 | |
| EgoPED2025.03 | 57 | 62.7 | 65.6 | 51.4 | 65.1 | 59.6 | 55.6 | 55.3 | 58.3 | 56 | 66 | 62 | |
| AMNAR2025.03 | 64.4 | 61.4 | 71.9 | 65 | 75.4 | 65 | 65.4 | 73.5 | 67.8 | 57 | 61.9 | 68.5 |