| { |
| "LSTM (Mix 117-d)": { |
| "w_acc_mean": 62.98, |
| "w_acc_ci": [ |
| 56.99, |
| 68.81 |
| ], |
| "w_acc_str": "62.98% [56.99%, 68.81%]", |
| "w_f1_mean": 0.5908, |
| "w_f1_ci": [ |
| 0.5336, |
| 0.6519 |
| ], |
| "w_f1_str": "0.5908 [0.5336, 0.6519]", |
| "v_acc_mean": 73.87, |
| "v_acc_ci": [ |
| 67.8, |
| 79.4 |
| ], |
| "v_acc_str": "73.87% [67.80%, 79.40%]", |
| "v_f1_mean": 0.7172, |
| "v_f1_ci": [ |
| 0.656, |
| 0.7782 |
| ], |
| "v_f1_str": "0.7172 [0.6560, 0.7782]", |
| "status": "Verified" |
| }, |
| "BiLSTM (Mix 117-d)": { |
| "w_acc_mean": 60.36, |
| "w_acc_ci": [ |
| 53.64, |
| 67.17 |
| ], |
| "w_acc_str": "60.36% [53.64%, 67.17%]", |
| "w_f1_mean": 0.568, |
| "w_f1_ci": [ |
| 0.5091, |
| 0.6266 |
| ], |
| "w_f1_str": "0.5680 [0.5091, 0.6266]", |
| "v_acc_mean": 71.32, |
| "v_acc_ci": [ |
| 65.24, |
| 76.82 |
| ], |
| "v_acc_str": "71.32% [65.24%, 76.82%]", |
| "v_f1_mean": 0.6677, |
| "v_f1_ci": [ |
| 0.607, |
| 0.7329 |
| ], |
| "v_f1_str": "0.6677 [0.6070, 0.7329]", |
| "status": "Verified" |
| }, |
| "ST-GCN (Rel 3D)": { |
| "w_acc_mean": 58.79, |
| "w_acc_ci": [ |
| 52.74, |
| 64.58 |
| ], |
| "w_acc_str": "58.79% [52.74%, 64.58%]", |
| "w_f1_mean": 0.5509, |
| "w_f1_ci": [ |
| 0.4901, |
| 0.6095 |
| ], |
| "w_f1_str": "0.5509 [0.4901, 0.6095]", |
| "v_acc_mean": 67.01, |
| "v_acc_ci": [ |
| 60.94, |
| 72.97 |
| ], |
| "v_acc_str": "67.01% [60.94%, 72.97%]", |
| "v_f1_mean": 0.6349, |
| "v_f1_ci": [ |
| 0.5638, |
| 0.7011 |
| ], |
| "v_f1_str": "0.6349 [0.5638, 0.7011]", |
| "status": "Verified" |
| }, |
| "Transformer (Mix 117-d)": { |
| "w_acc_mean": 67.17, |
| "w_acc_ci": [ |
| 60.65, |
| 73.36 |
| ], |
| "w_acc_str": "67.17% [60.65%, 73.36%]", |
| "w_f1_mean": 0.651, |
| "w_f1_ci": [ |
| 0.5938, |
| 0.7103 |
| ], |
| "w_f1_str": "0.6510 [0.5938, 0.7103]", |
| "v_acc_mean": 80.21, |
| "v_acc_ci": [ |
| 74.68, |
| 85.41 |
| ], |
| "v_acc_str": "80.21% [74.68%, 85.41%]", |
| "v_f1_mean": 0.7845, |
| "v_f1_ci": [ |
| 0.7235, |
| 0.8397 |
| ], |
| "v_f1_str": "0.7845 [0.7235, 0.8397]", |
| "status": "Verified" |
| }, |
| "AAGCN (Bone 3D)": { |
| "w_acc_mean": 65.51, |
| "w_acc_ci": [ |
| 59.1, |
| 71.7 |
| ], |
| "w_acc_str": "65.51% [59.10%, 71.70%]", |
| "w_f1_mean": 0.6382, |
| "w_f1_ci": [ |
| 0.5795, |
| 0.6926 |
| ], |
| "w_f1_str": "0.6382 [0.5795, 0.6926]", |
| "v_acc_mean": 73.32, |
| "v_acc_ci": [ |
| 67.81, |
| 78.97 |
| ], |
| "v_acc_str": "73.32% [67.81%, 78.97%]", |
| "v_f1_mean": 0.7199, |
| "v_f1_ci": [ |
| 0.6672, |
| 0.7755 |
| ], |
| "v_f1_str": "0.7199 [0.6672, 0.7755]", |
| "status": "Verified" |
| }, |
| "SkelGym-Lite (2 Models)": { |
| "w_acc_mean": 69.97, |
| "w_acc_ci": [ |
| 63.5, |
| 76.07 |
| ], |
| "w_acc_str": "69.97% [63.50%, 76.07%]", |
| "w_f1_mean": 0.681, |
| "w_f1_ci": [ |
| 0.622, |
| 0.7356 |
| ], |
| "w_f1_str": "0.6810 [0.6220, 0.7356]", |
| "v_acc_mean": 79.32, |
| "v_acc_ci": [ |
| 73.82, |
| 84.55 |
| ], |
| "v_acc_str": "79.32% [73.82%, 84.55%]", |
| "v_f1_mean": 0.7862, |
| "v_f1_ci": [ |
| 0.7334, |
| 0.841 |
| ], |
| "v_f1_str": "0.7862 [0.7334, 0.8410]", |
| "status": "Verified" |
| }, |
| "SkelGym-Full (5 Streams)": { |
| "w_acc_mean": 71.17, |
| "w_acc_ci": [ |
| 64.82, |
| 77.28 |
| ], |
| "w_acc_str": "71.17% [64.82%, 77.28%]", |
| "w_f1_mean": 0.6909, |
| "w_f1_ci": [ |
| 0.6321, |
| 0.7466 |
| ], |
| "w_f1_str": "0.6909 [0.6321, 0.7466]", |
| "v_acc_mean": 79.31, |
| "v_acc_ci": [ |
| 73.82, |
| 84.55 |
| ], |
| "v_acc_str": "79.31% [73.82%, 84.55%]", |
| "v_f1_mean": 0.7743, |
| "v_f1_ci": [ |
| 0.7165, |
| 0.8317 |
| ], |
| "v_f1_str": "0.7743 [0.7165, 0.8317]", |
| "status": "Verified" |
| } |
| } |
