{
  "model_type": "TransSLR_v3",
  "version": "v3",
  "changes_from_v2": [
    "train-stats normalisation fix",
    "data augmentation",
    "smaller model (128d 2L)"
  ],
  "dataset": "luciayen/KSL-W30-Landmarks",
  "num_classes": 30,
  "feat_dim": 225,
  "d_model": 192,
  "nhead": 4,
  "num_layers": 3,
  "ffn_dim": 768,
  "dropout": 0.5,
  "num_frames": 64,
  "label2idx": {
    "Agreement": 0,
    "Apple": 1,
    "Colour": 2,
    "Friend": 3,
    "Gift": 4,
    "Market": 5,
    "Monday": 6,
    "No_100": 7,
    "No_125": 8,
    "No_17": 9,
    "No_22": 10,
    "No_268": 11,
    "No_35": 12,
    "No_388": 13,
    "No_444": 14,
    "No_48": 15,
    "No_54": 16,
    "No_66": 17,
    "No_73": 18,
    "No_89": 19,
    "No_9": 20,
    "No_91": 21,
    "Picture": 22,
    "Proud": 23,
    "Sweater": 24,
    "Teach": 25,
    "Tomatoes": 26,
    "Tortoise": 27,
    "Twin": 28,
    "Ugali": 29
  },
  "normalisation": "train mean/std applied to all splits",
  "augmentation": {
    "gaussian_noise_std": 0.008,
    "temporal_jitter_frames": 2,
    "frame_dropout_fraction": 0.05,
    "horizontal_flip_prob": 0.0
  },
  "results": {
    "top1_acc": 0.4,
    "top5_acc": 0.7289,
    "macro_recall": 0.4,
    "recall_at_1": 0.4,
    "recall_at_5": 0.7289,
    "recall_at_10": 0.8356,
    "median_rank": 2.0,
    "params_M": 1.38,
    "flops": "59.759M",
    "latency_ms": 1.227
  }
}