benchmark: synthetic_3b06e80a-d33a-413e-a794-d4be8a0fba28
Browse files
README.md
CHANGED
|
@@ -7,18 +7,22 @@ tags:
|
|
| 7 |
- object:motorcycle
|
| 8 |
- object:truck
|
| 9 |
- object:van
|
| 10 |
-
|
| 11 |
manako:
|
| 12 |
-
description: Roboflow - generated by element_trainer service to detect bus, car,
|
|
|
|
| 13 |
source: element_trainer/9ed0550c-5d20-40ce-9f78-6a90cf10c82d
|
| 14 |
-
prompt_hints:
|
| 15 |
input_payload:
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
output_payload:
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
evaluation_score:
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24 |
---
|
|
|
|
| 7 |
- object:motorcycle
|
| 8 |
- object:truck
|
| 9 |
- object:van
|
|
|
|
| 10 |
manako:
|
| 11 |
+
description: Roboflow - generated by element_trainer service to detect bus, car,
|
| 12 |
+
motorcycle, truck, van
|
| 13 |
source: element_trainer/9ed0550c-5d20-40ce-9f78-6a90cf10c82d
|
| 14 |
+
prompt_hints: null
|
| 15 |
input_payload:
|
| 16 |
+
- name: frame
|
| 17 |
+
type: image
|
| 18 |
+
description: RGB frame
|
| 19 |
output_payload:
|
| 20 |
+
- name: detections
|
| 21 |
+
type: detections
|
| 22 |
+
description: List of detections
|
| 23 |
+
evaluation_score: null
|
| 24 |
+
last_benchmark:
|
| 25 |
+
type: synthetic_fixed
|
| 26 |
+
ran_at: '2026-03-18T10:52:04.082164Z'
|
| 27 |
+
result_path: benchmark/synthetic/3b06e80a-d33a-413e-a794-d4be8a0fba28.json
|
| 28 |
---
|
benchmark/synthetic/3b06e80a-d33a-413e-a794-d4be8a0fba28.json
ADDED
|
@@ -0,0 +1,92 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"meta": {
|
| 3 |
+
"element_id": "manak0/Detect-Vehicle",
|
| 4 |
+
"run_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 5 |
+
"benchmark_type": "synthetic_fixed",
|
| 6 |
+
"saved_at": "2026-03-18T10:52:04.082164Z",
|
| 7 |
+
"result_path": "benchmark/synthetic/3b06e80a-d33a-413e-a794-d4be8a0fba28.json"
|
| 8 |
+
},
|
| 9 |
+
"results": {
|
| 10 |
+
"overall_iou": 0.6288301967420196,
|
| 11 |
+
"per_class_iou": {
|
| 12 |
+
"bus": 0.3166745109312158,
|
| 13 |
+
"car": 0.5918642124708573,
|
| 14 |
+
"motorcycle": 0.24540847600484347,
|
| 15 |
+
"truck": 0.33453554691376863,
|
| 16 |
+
"van": 0.4678628954683573
|
| 17 |
+
},
|
| 18 |
+
"map_50": 0.40230465303276386,
|
| 19 |
+
"map_50_90": 0.35183324511269753,
|
| 20 |
+
"precision": 0.8389830508474576,
|
| 21 |
+
"recall": 0.391304347826087,
|
| 22 |
+
"per_class_map_50": {
|
| 23 |
+
"bus": 0.6363636363636364,
|
| 24 |
+
"car": 0.3603902838152256,
|
| 25 |
+
"motorcycle": 0.3125,
|
| 26 |
+
"truck": 0.37638699204378107,
|
| 27 |
+
"van": 0.3258823529411765
|
| 28 |
+
},
|
| 29 |
+
"per_class_map_50_90": {
|
| 30 |
+
"bus": 0.5555555555555556,
|
| 31 |
+
"car": 0.32193324735196005,
|
| 32 |
+
"motorcycle": 0.2619047619047619,
|
| 33 |
+
"truck": 0.29964194179696174,
|
| 34 |
+
"van": 0.32013071895424844
|
| 35 |
+
},
|
| 36 |
+
"per_class_precision": {
|
| 37 |
+
"bus": 1.0,
|
| 38 |
+
"car": 0.8833333333333333,
|
| 39 |
+
"motorcycle": 0.75,
|
| 40 |
+
"truck": 0.8461538461538461,
|
| 41 |
+
"van": 0.6470588235294118
|
| 42 |
+
},
|
| 43 |
+
"per_class_recall": {
|
| 44 |
+
"bus": 0.6363636363636364,
|
| 45 |
+
"car": 0.36551724137931035,
|
| 46 |
+
"motorcycle": 0.375,
|
| 47 |
+
"truck": 0.39285714285714285,
|
| 48 |
+
"van": 0.44
|
| 49 |
+
},
|
| 50 |
+
"matched_images": 20,
|
| 51 |
+
"gt_count": 253,
|
| 52 |
+
"pred_count": 118,
|
| 53 |
+
"classes": [
|
| 54 |
+
"bus",
|
| 55 |
+
"car",
|
| 56 |
+
"motorcycle",
|
| 57 |
+
"truck",
|
| 58 |
+
"van"
|
| 59 |
+
],
|
| 60 |
+
"dataset_id": "9ed0550c-5d20-40ce-9f78-6a90cf10c82d",
|
| 61 |
+
"dataset_version_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 62 |
+
"run_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 63 |
+
"split_ref": null,
|
| 64 |
+
"selected_frame_count": 20,
|
| 65 |
+
"selected_frame_indices": [
|
| 66 |
+
1,
|
| 67 |
+
2,
|
| 68 |
+
3,
|
| 69 |
+
4,
|
| 70 |
+
5,
|
| 71 |
+
6,
|
| 72 |
+
7,
|
| 73 |
+
8,
|
| 74 |
+
9,
|
| 75 |
+
10,
|
| 76 |
+
11,
|
| 77 |
+
12,
|
| 78 |
+
13,
|
| 79 |
+
14,
|
| 80 |
+
15,
|
| 81 |
+
16,
|
| 82 |
+
17,
|
| 83 |
+
18,
|
| 84 |
+
19,
|
| 85 |
+
20
|
| 86 |
+
],
|
| 87 |
+
"evaluated_version_ids": [
|
| 88 |
+
"3b06e80a-d33a-413e-a794-d4be8a0fba28"
|
| 89 |
+
],
|
| 90 |
+
"skipped_missing_pairs": 0
|
| 91 |
+
}
|
| 92 |
+
}
|
benchmark/synthetic/index.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"run_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 4 |
+
"saved_at": "2026-03-18T10:52:04.082164Z",
|
| 5 |
+
"result_path": "benchmark/synthetic/3b06e80a-d33a-413e-a794-d4be8a0fba28.json",
|
| 6 |
+
"overall_iou": 0.6288301967420196,
|
| 7 |
+
"map_50": 0.40230465303276386,
|
| 8 |
+
"map_50_90": 0.35183324511269753,
|
| 9 |
+
"precision": 0.8389830508474576,
|
| 10 |
+
"recall": 0.391304347826087,
|
| 11 |
+
"matched_images": 20,
|
| 12 |
+
"gt_count": 253,
|
| 13 |
+
"pred_count": 118
|
| 14 |
+
}
|
| 15 |
+
]
|
benchmark/synthetic/latest.json
ADDED
|
@@ -0,0 +1,92 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"meta": {
|
| 3 |
+
"element_id": "manak0/Detect-Vehicle",
|
| 4 |
+
"run_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 5 |
+
"benchmark_type": "synthetic_fixed",
|
| 6 |
+
"saved_at": "2026-03-18T10:52:04.082164Z",
|
| 7 |
+
"result_path": "benchmark/synthetic/3b06e80a-d33a-413e-a794-d4be8a0fba28.json"
|
| 8 |
+
},
|
| 9 |
+
"results": {
|
| 10 |
+
"overall_iou": 0.6288301967420196,
|
| 11 |
+
"per_class_iou": {
|
| 12 |
+
"bus": 0.3166745109312158,
|
| 13 |
+
"car": 0.5918642124708573,
|
| 14 |
+
"motorcycle": 0.24540847600484347,
|
| 15 |
+
"truck": 0.33453554691376863,
|
| 16 |
+
"van": 0.4678628954683573
|
| 17 |
+
},
|
| 18 |
+
"map_50": 0.40230465303276386,
|
| 19 |
+
"map_50_90": 0.35183324511269753,
|
| 20 |
+
"precision": 0.8389830508474576,
|
| 21 |
+
"recall": 0.391304347826087,
|
| 22 |
+
"per_class_map_50": {
|
| 23 |
+
"bus": 0.6363636363636364,
|
| 24 |
+
"car": 0.3603902838152256,
|
| 25 |
+
"motorcycle": 0.3125,
|
| 26 |
+
"truck": 0.37638699204378107,
|
| 27 |
+
"van": 0.3258823529411765
|
| 28 |
+
},
|
| 29 |
+
"per_class_map_50_90": {
|
| 30 |
+
"bus": 0.5555555555555556,
|
| 31 |
+
"car": 0.32193324735196005,
|
| 32 |
+
"motorcycle": 0.2619047619047619,
|
| 33 |
+
"truck": 0.29964194179696174,
|
| 34 |
+
"van": 0.32013071895424844
|
| 35 |
+
},
|
| 36 |
+
"per_class_precision": {
|
| 37 |
+
"bus": 1.0,
|
| 38 |
+
"car": 0.8833333333333333,
|
| 39 |
+
"motorcycle": 0.75,
|
| 40 |
+
"truck": 0.8461538461538461,
|
| 41 |
+
"van": 0.6470588235294118
|
| 42 |
+
},
|
| 43 |
+
"per_class_recall": {
|
| 44 |
+
"bus": 0.6363636363636364,
|
| 45 |
+
"car": 0.36551724137931035,
|
| 46 |
+
"motorcycle": 0.375,
|
| 47 |
+
"truck": 0.39285714285714285,
|
| 48 |
+
"van": 0.44
|
| 49 |
+
},
|
| 50 |
+
"matched_images": 20,
|
| 51 |
+
"gt_count": 253,
|
| 52 |
+
"pred_count": 118,
|
| 53 |
+
"classes": [
|
| 54 |
+
"bus",
|
| 55 |
+
"car",
|
| 56 |
+
"motorcycle",
|
| 57 |
+
"truck",
|
| 58 |
+
"van"
|
| 59 |
+
],
|
| 60 |
+
"dataset_id": "9ed0550c-5d20-40ce-9f78-6a90cf10c82d",
|
| 61 |
+
"dataset_version_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 62 |
+
"run_id": "3b06e80a-d33a-413e-a794-d4be8a0fba28",
|
| 63 |
+
"split_ref": null,
|
| 64 |
+
"selected_frame_count": 20,
|
| 65 |
+
"selected_frame_indices": [
|
| 66 |
+
1,
|
| 67 |
+
2,
|
| 68 |
+
3,
|
| 69 |
+
4,
|
| 70 |
+
5,
|
| 71 |
+
6,
|
| 72 |
+
7,
|
| 73 |
+
8,
|
| 74 |
+
9,
|
| 75 |
+
10,
|
| 76 |
+
11,
|
| 77 |
+
12,
|
| 78 |
+
13,
|
| 79 |
+
14,
|
| 80 |
+
15,
|
| 81 |
+
16,
|
| 82 |
+
17,
|
| 83 |
+
18,
|
| 84 |
+
19,
|
| 85 |
+
20
|
| 86 |
+
],
|
| 87 |
+
"evaluated_version_ids": [
|
| 88 |
+
"3b06e80a-d33a-413e-a794-d4be8a0fba28"
|
| 89 |
+
],
|
| 90 |
+
"skipped_missing_pairs": 0
|
| 91 |
+
}
|
| 92 |
+
}
|