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log_combination_eval.txt
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log_combination_eval.txt
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2023-03-05 15:53:53,928 INFO Namespace('refine_all_comb_det.pkl')
2023-03-05 15:53:53,929 INFO Loading ground-truth infos
2023-03-05 15:54:06,946 INFO Prediction Set Length: 39987, Ground Truth Set Length: 39987.
2023-03-05 15:54:06,953 INFO Generating evaluation data pair (det, gt)
2023-03-05 15:54:16,372 INFO Evaluation data pair: 39987
2023-03-05 15:54:16,373 INFO Start Evaluation
2023-03-05 16:25:34,755 INFO ================= Evaluation Result =================
2023-03-05 16:25:34,790 INFO +------------+----------+----------+----------+----------+
2023-03-05 16:25:34,791 INFO | Category | L1/AP | L1/APH | L2/AP | L2/APH |
2023-03-05 16:25:34,791 INFO +============+==========+==========+==========+==========+
2023-03-05 16:25:34,792 INFO | Vehicle | 0.894931 | 0.890603 | 0.833413 | 0.829175 |
2023-03-05 16:25:34,792 INFO +------------+----------+----------+----------+----------+
2023-03-05 16:25:34,792 INFO | Pedestrain | 0.895379 | 0.870619 | 0.835184 | 0.810107 |
2023-03-05 16:25:34,793 INFO +------------+----------+----------+----------+----------+
2023-03-05 16:25:34,793 INFO | Cyclist | 0.838233 | 0.831124 | 0.818738 | 0.81174 |
2023-03-05 16:25:34,794 INFO +------------+----------+----------+----------+----------+
2023-03-05 16:25:34,794 INFO | Sign | 0 | 0 | 0 | 0 |
2023-03-05 16:25:34,795 INFO +------------+----------+----------+----------+----------+
2023-03-05 16:25:34,795 INFO Done.
2023-03-05 16:47:10,031 INFO Namespace('size_center_comb_det.pkl')
2023-03-05 16:47:10,032 INFO Loading ground-truth infos
2023-03-05 16:47:44,386 INFO Prediction Set Length: 39987, Ground Truth Set Length: 39987.
2023-03-05 16:47:44,410 INFO Generating evaluation data pair (det, gt)
2023-03-05 16:47:57,572 INFO Evaluation data pair: 39987
2023-03-05 16:47:57,572 INFO Start Evaluation
2023-03-05 17:19:58,816 INFO ================= Evaluation Result =================
2023-03-05 17:19:58,847 INFO +------------+----------+----------+----------+----------+
2023-03-05 17:19:58,848 INFO | Category | L1/AP | L1/APH | L2/AP | L2/APH |
2023-03-05 17:19:58,848 INFO +============+==========+==========+==========+==========+
2023-03-05 17:19:58,849 INFO | Vehicle | 0.882577 | 0.878071 | 0.814514 | 0.810145 |
2023-03-05 17:19:58,849 INFO +------------+----------+----------+----------+----------+
2023-03-05 17:19:58,850 INFO | Pedestrain | 0.884304 | 0.859425 | 0.81961 | 0.794825 |
2023-03-05 17:19:58,850 INFO +------------+----------+----------+----------+----------+
2023-03-05 17:19:58,850 INFO | Cyclist | 0.817375 | 0.809743 | 0.796131 | 0.788669 |
2023-03-05 17:19:58,851 INFO +------------+----------+----------+----------+----------+
2023-03-05 17:19:58,851 INFO | Sign | 0 | 0 | 0 | 0 |
2023-03-05 17:19:58,851 INFO +------------+----------+----------+----------+----------+
2023-03-05 17:19:58,852 INFO Done.
2023-03-05 17:32:47,224 INFO Namespace('size_comb_det.pkl')
2023-03-05 17:32:47,225 INFO Loading ground-truth infos
2023-03-05 17:33:18,108 INFO Prediction Set Length: 39987, Ground Truth Set Length: 39987.
2023-03-05 17:33:18,141 INFO Generating evaluation data pair (det, gt)
2023-03-05 17:33:38,355 INFO Evaluation data pair: 39987
2023-03-05 17:33:38,357 INFO Start Evaluation
2023-03-05 18:09:57,711 INFO ================= Evaluation Result =================
2023-03-05 18:09:57,734 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:09:57,735 INFO | Category | L1/AP | L1/APH | L2/AP | L2/APH |
2023-03-05 18:09:57,735 INFO +============+==========+==========+==========+==========+
2023-03-05 18:09:57,736 INFO | Vehicle | 0.850208 | 0.844933 | 0.77675 | 0.77166 |
2023-03-05 18:09:57,736 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:09:57,737 INFO | Pedestrain | 0.878979 | 0.847066 | 0.811923 | 0.780444 |
2023-03-05 18:09:57,737 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:09:57,737 INFO | Cyclist | 0.811614 | 0.802294 | 0.789952 | 0.780849 |
2023-03-05 18:09:57,738 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:09:57,738 INFO | Sign | 0 | 0 | 0 | 0 |
2023-03-05 18:09:57,738 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:09:57,739 INFO Done.
2023-03-05 17:52:31,903 INFO Namespace('center_comb_det.pkl')
2023-03-05 17:52:32,105 INFO Loading ground-truth infos
2023-03-05 17:52:51,209 INFO Prediction Set Length: 39987, Ground Truth Set Length: 39987.
2023-03-05 17:52:51,214 INFO Generating evaluation data pair (det, gt)
2023-03-05 17:53:00,060 INFO Evaluation data pair: 39987
2023-03-05 17:53:00,061 INFO Start Evaluation
2023-03-05 18:08:20,152 INFO ================= Evaluation Result =================
2023-03-05 18:08:20,155 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:08:20,156 INFO | Category | L1/AP | L1/APH | L2/AP | L2/APH |
2023-03-05 18:08:20,156 INFO +============+==========+==========+==========+==========+
2023-03-05 18:08:20,157 INFO | Vehicle | 0.859137 | 0.854823 | 0.789613 | 0.785458 |
2023-03-05 18:08:20,157 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:08:20,158 INFO | Pedestrain | 0.867366 | 0.843201 | 0.801823 | 0.777846 |
2023-03-05 18:08:20,158 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:08:20,159 INFO | Cyclist | 0.812521 | 0.80492 | 0.791703 | 0.784267 |
2023-03-05 18:08:20,159 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:08:20,160 INFO | Sign | 0 | 0 | 0 | 0 |
2023-03-05 18:08:20,160 INFO +------------+----------+----------+----------+----------+
2023-03-05 18:08:20,161 INFO Done.