results/baseline_comparison.json

{
  "baselines": [
    {
      "model": "SVM (HOG + Color)",
      "top1": 0.3249,
      "top5": null,
      "f1_macro": 0.3069
    },
    {
      "model": "ResNet-50 (fine-tuned)",
      "top1": 0.9936,
      "top5": 0.9995,
      "f1_macro": 0.9936
    },
    {
      "model": "EfficientNet-B4 (image-only)",
      "top1": 0.9959,
      "top5": 1.0,
      "f1_macro": 0.9959
    },
    {
      "model": "ViT-Base/16 (fine-tuned)",
      "top1": 0.9973,
      "top5": 0.9995,
      "f1_macro": 0.9973
    },
    {
      "model": "SpiceFusionNet (ours)",
      "top1": 0.9968,
      "top5": 1.0,
      "f1_macro": 0.9968
    }
  ]
}