Gastrointestinal disease classification on GastroVision
85.54PrecisionConvNeXtV2 + LoRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConvNeXtV2 + LoRA#Params.=2.9M2026.04 | 85.54 | 85.05 | 84.7 | 85.05 | 83.31 | |
| DenseNet201#Params.=19.1M2026.04 | 83.14 | 82.91 | 81.82 | 82.91 | 80.92 | |
| DenseNet121#Params.=7.5M2026.04 | 82.57 | 83.17 | 82.12 | 83.17 | 81.14 | |
| Inception V3#Params.=25.4M2026.04 | 79.87 | 80.44 | 79.31 | 80.44 | 78.17 | |
| MobileNetV2#Params.=3.5M2026.04 | 74.74 | 76.67 | 74.53 | 76.67 | 73.88 | |
| ConvNeXtV2 + Swin-T#Params.=28.3M2026.04 | 73.92 | 74.77 | 73.87 | 74.77 | 71.75 |