Gastrointestinal Disease Classification on Kvasir-Capsule
98.63PrecisionConvNeXtV2 + LoRA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConvNeXtV2 + LoRA#Params.=2.9M2026.04 | 98.63 | 98.6 | 98.61 | 98.6 | 97.11 | |
| DenseNet201#Params.=19.1M2026.04 | 98.62 | 98.6 | 98.57 | 98.6 | 97.07 | |
| DenseNet121#Params.=7.5M2026.04 | 97.42 | 97.59 | 97.47 | 97.59 | 94.93 | |
| Inception V3#Params.=25.4M2026.04 | 97.27 | 97.41 | 97.32 | 97.41 | 94.57 | |
| ConvNeXtV2 + Swin-T#Params.=28.3M2026.04 | 95.92 | 95.97 | 95.8 | 95.97 | 91.51 | |
| MobileNetV2#Params.=3.5M2026.04 | 95.34 | 95.49 | 95.22 | 95.49 | 90.51 |