Multi-organ Abdominal Trauma Classification on RSNA Abdominal Trauma 2023 (test)
0.4133RSNA ScoreEfficientNetV2-T (Baseline)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EfficientNetV2-T (Baseline)Backbone=EfficientNetV2-T, Pre-training=ImageNet (w/o 2D VoCo)2026.01 | 0.4133 | 59.47 | 60.84 | 49.37 | |
| EfficientNetV2-S (Baseline)Backbone=EfficientNetV2-S, Pre-training=ImageNet (w/o 2D VoCo)2026.01 | 0.4009 | 59.2 | 62.28 | 52.05 | |
| 2D-VoCoBackbone=EfficientNetV2-S, Pre-training=RATIC2026.01 | 0.3925 | 60.13 | 63.84 | 49.09 | |
| 2D-VoCoBackbone=EfficientNetV2-T, Pre-training=RATIC2026.01 | 0.3818 | 58.71 | 65.88 | 53.13 | |
| 2D-VoCoBackbone=EfficientNetV2-S, Pre-training=RATIC + FLARE23 (extra unlabeled data)2026.01 | 0.3817 | 61.91 | 66.47 | 54.88 | |
| 2D-VoCoBackbone=EfficientNetV2-T, Pre-training=RATIC + FLARE23 (extra unlabeled data)2026.01 | 0.3777 | 60.98 | 66.71 | 53.9 |