Download outputs/table2_clean_sequences.json from Cuong2004/gym-exercise-classification: direct link, hf CLI and curl.
- Browser
- Download file 9.48 kB
-
https://huggingface.co/Cuong2004/gym-exercise-classification/resolve/main/outputs/table2_clean_sequences.json
- Command line
-
hf download hf://Cuong2004/gym-exercise-classification/outputs/table2_clean_sequences.json
-
curl -L -o table2_clean_sequences.json https://huggingface.co/Cuong2004/gym-exercise-classification/resolve/main/outputs/table2_clean_sequences.json
9.48 kB
| { | |
| "LSTM_world_3d": { | |
| "model": "LSTM", | |
| "feature": "world_3d", | |
| "dim": 39, | |
| "val_win_acc": "73.64% \u00b1 1.26%", | |
| "val_vid_acc": "76.97% \u00b1 2.63%", | |
| "test_win_acc": "61.41% \u00b1 0.80%", | |
| "test_win_f1": "0.6002 \u00b1 0.0063", | |
| "test_vid_acc": "71.10% \u00b1 2.33%", | |
| "test_vid_f1": "0.6941 \u00b1 0.0294", | |
| "runs": [ | |
| { | |
| "model": "LSTM", | |
| "feature": "world_3d", | |
| "seed": 42, | |
| "train_time_s": 85.8, | |
| "best_epoch": 10, | |
| "val_loss": 1.296, | |
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| "val_win_f1": 0.7168, | |
| "val_vid_acc": 75.36, | |
| "val_vid_f1": 0.7541, | |
| "test_win_acc": 60.41, | |
| "test_win_f1": 0.5917, | |
| "test_vid_acc": 67.81, | |
| "test_vid_f1": 0.6531, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed42/best_LSTM_world_3d_seed42.pt" | |
| }, | |
| { | |
| "model": "LSTM", | |
| "feature": "world_3d", | |
| "seed": 123, | |
| "train_time_s": 96.0, | |
| "best_epoch": 14, | |
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| "val_win_f1": 0.7141, | |
| "val_vid_acc": 74.88, | |
| "val_vid_f1": 0.7316, | |
| "test_win_acc": 61.43, | |
| "test_win_f1": 0.6067, | |
| "test_vid_acc": 72.53, | |
| "test_vid_f1": 0.7084, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed123/best_LSTM_world_3d_seed123.pt" | |
| }, | |
| { | |
| "model": "LSTM", | |
| "feature": "world_3d", | |
| "seed": 3407, | |
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| "val_win_f1": 0.7424, | |
| "val_vid_acc": 80.68, | |
| "val_vid_f1": 0.8076, | |
| "test_win_acc": 62.38, | |
| "test_win_f1": 0.6021, | |
| "test_vid_acc": 72.96, | |
| "test_vid_f1": 0.7208, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed3407/best_LSTM_world_3d_seed3407.pt" | |
| } | |
| ] | |
| }, | |
| "LSTM_mix_v2": { | |
| "model": "LSTM", | |
| "feature": "mix_v2", | |
| "dim": 63, | |
| "val_win_acc": "75.90% \u00b1 1.60%", | |
| "val_vid_acc": "80.19% \u00b1 2.09%", | |
| "test_win_acc": "62.80% \u00b1 0.83%", | |
| "test_win_f1": "0.6171 \u00b1 0.0089", | |
| "test_vid_acc": "72.39% \u00b1 1.76%", | |
| "test_vid_f1": "0.7077 \u00b1 0.0172", | |
| "runs": [ | |
| { | |
| "model": "LSTM", | |
| "feature": "mix_v2", | |
| "seed": 42, | |
| "train_time_s": 131.9, | |
| "best_epoch": 26, | |
| "val_loss": 1.828, | |
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| "val_win_f1": 0.764, | |
| "val_vid_acc": 81.16, | |
| "val_vid_f1": 0.8189, | |
| "test_win_acc": 62.45, | |
| "test_win_f1": 0.6235, | |
| "test_vid_acc": 74.68, | |
| "test_vid_f1": 0.7303, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed42/best_LSTM_mix_v2_seed42.pt" | |
| }, | |
| { | |
| "model": "LSTM", | |
| "feature": "mix_v2", | |
| "seed": 123, | |
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| "best_epoch": 23, | |
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| "val_win_f1": 0.7686, | |
| "val_vid_acc": 82.13, | |
| "val_vid_f1": 0.8316, | |
| "test_win_acc": 63.94, | |
| "test_win_f1": 0.6233, | |
| "test_vid_acc": 70.39, | |
| "test_vid_f1": 0.6885, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed123/best_LSTM_mix_v2_seed123.pt" | |
| }, | |
| { | |
| "model": "LSTM", | |
| "feature": "mix_v2", | |
| "seed": 3407, | |
| "train_time_s": 125.7, | |
| "best_epoch": 25, | |
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| "val_win_f1": 0.7298, | |
| "val_vid_acc": 77.29, | |
| "val_vid_f1": 0.7807, | |
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| "test_win_f1": 0.6046, | |
| "test_vid_acc": 72.1, | |
| "test_vid_f1": 0.7043, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed3407/best_LSTM_mix_v2_seed3407.pt" | |
| } | |
| ] | |
| }, | |
| "BiLSTM_world_3d": { | |
| "model": "BiLSTM", | |
| "feature": "world_3d", | |
| "dim": 39, | |
| "val_win_acc": "74.72% \u00b1 0.19%", | |
| "val_vid_acc": "79.23% \u00b1 0.79%", | |
| "test_win_acc": "62.45% \u00b1 1.52%", | |
| "test_win_f1": "0.6119 \u00b1 0.0128", | |
| "test_vid_acc": "73.11% \u00b1 2.28%", | |
| "test_vid_f1": "0.7136 \u00b1 0.0204", | |
| "runs": [ | |
| { | |
| "model": "BiLSTM", | |
| "feature": "world_3d", | |
| "seed": 42, | |
| "train_time_s": 133.7, | |
| "best_epoch": 23, | |
| "val_loss": 1.6882, | |
| "val_win_acc": 74.46, | |
| "val_win_f1": 0.735, | |
| "val_vid_acc": 80.19, | |
| "val_vid_f1": 0.7962, | |
| "test_win_acc": 60.77, | |
| "test_win_f1": 0.596, | |
| "test_vid_acc": 70.39, | |
| "test_vid_f1": 0.6917, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed42/best_BiLSTM_world_3d_seed42.pt" | |
| }, | |
| { | |
| "model": "BiLSTM", | |
| "feature": "world_3d", | |
| "seed": 123, | |
| "train_time_s": 133.2, | |
| "best_epoch": 24, | |
| "val_loss": 1.738, | |
| "val_win_acc": 74.8, | |
| "val_win_f1": 0.7314, | |
| "val_vid_acc": 79.23, | |
| "val_vid_f1": 0.7902, | |
| "test_win_acc": 62.12, | |
| "test_win_f1": 0.6125, | |
| "test_vid_acc": 72.96, | |
| "test_vid_f1": 0.7082, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed123/best_BiLSTM_world_3d_seed123.pt" | |
| }, | |
| { | |
| "model": "BiLSTM", | |
| "feature": "world_3d", | |
| "seed": 3407, | |
| "train_time_s": 189.0, | |
| "best_epoch": 39, | |
| "val_loss": 2.454, | |
| "val_win_acc": 74.89, | |
| "val_win_f1": 0.736, | |
| "val_vid_acc": 78.26, | |
| "val_vid_f1": 0.7852, | |
| "test_win_acc": 64.45, | |
| "test_win_f1": 0.6273, | |
| "test_vid_acc": 75.97, | |
| "test_vid_f1": 0.7408, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed3407/best_BiLSTM_world_3d_seed3407.pt" | |
| } | |
| ] | |
| }, | |
| "BiLSTM_mix_v2": { | |
| "model": "BiLSTM", | |
| "feature": "mix_v2", | |
| "dim": 63, | |
| "val_win_acc": "76.90% \u00b1 0.30%", | |
| "val_vid_acc": "80.68% \u00b1 1.97%", | |
| "test_win_acc": "64.82% \u00b1 0.37%", | |
| "test_win_f1": "0.6316 \u00b1 0.0027", | |
| "test_vid_acc": "75.39% \u00b1 1.46%", | |
| "test_vid_f1": "0.7342 \u00b1 0.0144", | |
| "runs": [ | |
| { | |
| "model": "BiLSTM", | |
| "feature": "mix_v2", | |
| "seed": 42, | |
| "train_time_s": 142.1, | |
| "best_epoch": 24, | |
| "val_loss": 1.6583, | |
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| "val_win_f1": 0.7528, | |
| "val_vid_acc": 80.68, | |
| "val_vid_f1": 0.8054, | |
| "test_win_acc": 65.26, | |
| "test_win_f1": 0.6318, | |
| "test_vid_acc": 76.82, | |
| "test_vid_f1": 0.7442, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed42/best_BiLSTM_mix_v2_seed42.pt" | |
| }, | |
| { | |
| "model": "BiLSTM", | |
| "feature": "mix_v2", | |
| "seed": 123, | |
| "train_time_s": 101.3, | |
| "best_epoch": 12, | |
| "val_loss": 1.1284, | |
| "val_win_acc": 77.11, | |
| "val_win_f1": 0.7634, | |
| "val_vid_acc": 78.26, | |
| "val_vid_f1": 0.7952, | |
| "test_win_acc": 64.86, | |
| "test_win_f1": 0.6348, | |
| "test_vid_acc": 75.97, | |
| "test_vid_f1": 0.7446, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed123/best_BiLSTM_mix_v2_seed123.pt" | |
| }, | |
| { | |
| "model": "BiLSTM", | |
| "feature": "mix_v2", | |
| "seed": 3407, | |
| "train_time_s": 166.7, | |
| "best_epoch": 32, | |
| "val_loss": 1.7333, | |
| "val_win_acc": 77.11, | |
| "val_win_f1": 0.7634, | |
| "val_vid_acc": 83.09, | |
| "val_vid_f1": 0.8319, | |
| "test_win_acc": 64.35, | |
| "test_win_f1": 0.6282, | |
| "test_vid_acc": 73.39, | |
| "test_vid_f1": 0.7138, | |
| "checkpoint": "/marimo/Gym_Classification/checkpoints/table2/seed3407/best_BiLSTM_mix_v2_seed3407.pt" | |
| } | |
| ] | |
| }, | |
| "Transformer_world_3d": { | |
| "model": "Transformer", | |
| "feature": "world_3d", | |
| "dim": 39, | |
| "val_win_acc": "78.76% \u00b1 0.46%", | |
| "val_vid_acc": "81.97% \u00b1 0.23%", | |
| "test_win_acc": "65.33% \u00b1 0.71%", | |
| "test_win_f1": "0.6406 \u00b1 0.0035", | |
| "test_vid_acc": "75.68% \u00b1 0.53%", | |
| "test_vid_f1": "0.7343 \u00b1 0.0085", | |
| "runs": [ | |
| { | |
| "model": "Transformer", | |
| "feature": "world_3d", | |
| "seed": 42, | |
| "train_time_s": 313.6, | |
| "best_epoch": 55, | |
| "val_loss": 1.1342, | |
| "val_win_acc": 78.84, | |
| "val_win_f1": 0.7808, | |
| "val_vid_acc": 82.13, | |
| "val_vid_f1": 0.826, | |
| "test_win_acc": 65.15, | |
| "test_win_f1": 0.6395, | |
| "test_vid_acc": 75.11, | |
| "test_vid_f1": 0.7326 | |
| }, | |
| { | |
| "model": "Transformer", | |
| "feature": "world_3d", | |
| "seed": 123, | |
| "train_time_s": 204.9, | |
| "best_epoch": 32, | |
| "val_loss": 1.1339, | |
| "val_win_acc": 78.17, | |
| "val_win_f1": 0.7707, | |
| "val_vid_acc": 81.64, | |
| "val_vid_f1": 0.8171, | |
| "test_win_acc": 64.56, | |
| "test_win_f1": 0.637, | |
| "test_vid_acc": 75.54, | |
| "test_vid_f1": 0.7249 | |
| }, | |
| { | |
| "model": "Transformer", | |
| "feature": "world_3d", | |
| "seed": 3407, | |
| "train_time_s": 232.1, | |
| "best_epoch": 35, | |
| "val_loss": 1.1236, | |
| "val_win_acc": 79.28, | |
| "val_win_f1": 0.7828, | |
| "val_vid_acc": 82.13, | |
| "val_vid_f1": 0.8332, | |
| "test_win_acc": 66.28, | |
| "test_win_f1": 0.6453, | |
| "test_vid_acc": 76.39, | |
| "test_vid_f1": 0.7455 | |
| } | |
| ] | |
| } | |
| } |