Annotation Error Detection on Cholec80 Mislabeled (test)
85.9EDALossFormer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LossFormerAnnotation Error Type=Mislabeled2026.02 | 85.9 | 92 | |
| EgoPED (AF)Annotation Error Type=Mislabeled2026.02 | 66.8 | 71.2 | |
| S3RAnnotation Error Type=Mislabeled2026.02 | 57.2 | 63.5 | |
| HF2-VAD + SSPCABAnnotation Error Type=Mislabeled2026.02 | 50.3 | 68.1 | |
| HF2-VADAnnotation Error Type=Mislabeled2026.02 | 48.6 | 66.4 | |
| RandomAnnotation Error Type=Mislabeled2026.02 | 24.1 | 50 |