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Surgical phase recognition full dataset results (mean Accuracy)
| ResNet50 | ViT w/o Pretr | ViT ImageNet | EndoViT | |
|---|---|---|---|---|
| Stage 1 | 79.84 ± 0.30 | 59.21 ± 0.36 | 82.94 ± 0.69 | 82.60 ± 1.26 |
| Stage 2 | 87.84 ± 0.58 | 73.42 ± 0.70 | 89.56 ± 0.65 | 89.37 ± 0.95 |
Bold values represent the best result
