Spaces:
Running
Running
Download per_class.json from Wizzas/PaddyLiteX: direct link, hf CLI and curl.
- Browser
- Download file 20.1 kB
-
https://huggingface.co/spaces/Wizzas/PaddyLiteX/resolve/main/per_class.json
- Command line
-
hf download hf://spaces/Wizzas/PaddyLiteX/per_class.json
-
curl -L -o per_class.json https://huggingface.co/spaces/Wizzas/PaddyLiteX/resolve/main/per_class.json
20.1 kB
| { | |
| "schema_version": 1, | |
| "unit": "percent", | |
| "context": { | |
| "source": "Class-level test-set results from my paddy disease detection experiments.", | |
| "split": "test", | |
| "images": 803, | |
| "objects": 2466, | |
| "precision_note": "Transcribed from the displayed validation tables. Values use the precision shown in the screenshots; full-precision exports may differ slightly.", | |
| "model_evaluations": { | |
| "yolov8n_densenet121": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_densenet121_fs", | |
| "source_screenshot": "image(20261011-154943).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_denselitex_sppf_c2psa_fs", | |
| "source_screenshot": "image(20261011-155020).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_denselitex": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_denselitex_fs", | |
| "source_screenshot": "image(20261011-155244).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_denselitex_sppf_fs", | |
| "source_screenshot": "image(20261011-155432).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_denselitex_c2psa_fs", | |
| "source_screenshot": "image(20261011-155504).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_densenet121_sppf_fs", | |
| "source_screenshot": "image(20261011-155804).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_densenet121_c2psa_fs", | |
| "source_screenshot": "image(20261011-155818).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "c2f_repeats": 1, | |
| "split": "test", | |
| "run_name": "yolov8n_densenet121_sppf_c2psa_fs", | |
| "source_screenshot": "image(20261011-160157).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the displayed per-class table; rounding follows the screenshot.", | |
| "complexity_note": "Parameters and GFLOPs transcribed from the displayed model summary; profiling convention awaits confirmation." | |
| }, | |
| "yolov8n": { | |
| "split": "test", | |
| "run_name": "yolov8n_fs1", | |
| "source_screenshot": "image(20261013-075958).png", | |
| "aggregate_precision_note": "Percent metrics transcribed from the four-decimal Evaluation Summary.", | |
| "class_precision_note": "Percent metrics transcribed from the three-decimal displayed per-class table.", | |
| "complexity_note": "Fused model summary: 3,007,403 parameters and 8.1 GFLOPs.", | |
| "training_runtime": { | |
| "python": "3.10.20", | |
| "ultralytics": "8.4.70", | |
| "torch": "2.5.1+cu121", | |
| "device": "NVIDIA GeForce RTX 4060 Laptop GPU" | |
| } | |
| } | |
| }, | |
| "last_results_update": "baseline1-charts-20261013" | |
| }, | |
| "classes": [ | |
| { | |
| "id": 0, | |
| "name": "Rice__BacterialLeafBlight", | |
| "images": 183, | |
| "instances": 209, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 92.8, | |
| "recall": 93.3, | |
| "map50": 95.2, | |
| "map5095": 70.6 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 97.2, | |
| "recall": 90.0, | |
| "map50": 92.6, | |
| "map5095": 74.8 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 95.7, | |
| "recall": 90.4, | |
| "map50": 94.3, | |
| "map5095": 72.9 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 99.0, | |
| "recall": 90.3, | |
| "map50": 93.6, | |
| "map5095": 79.4 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 97.5, | |
| "recall": 92.8, | |
| "map50": 93.1, | |
| "map5095": 79.0 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 90.6, | |
| "recall": 88.0, | |
| "map50": 91.8, | |
| "map5095": 65.2 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 94.5, | |
| "recall": 90.0, | |
| "map50": 93.6, | |
| "map5095": 70.0 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 94.0, | |
| "recall": 90.0, | |
| "map50": 93.5, | |
| "map5095": 68.5 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 96.8, | |
| "recall": 90.0, | |
| "map50": 92.9, | |
| "map5095": 78.0 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 1, | |
| "name": "Rice__BrownSpot", | |
| "images": 174, | |
| "instances": 1280, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 88.6, | |
| "recall": 84.7, | |
| "map50": 91.2, | |
| "map5095": 58.1 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 96.4, | |
| "recall": 86.5, | |
| "map50": 94.6, | |
| "map5095": 62.9 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 90.6, | |
| "recall": 85.3, | |
| "map50": 93.1, | |
| "map5095": 59.9 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 96.9, | |
| "recall": 86.6, | |
| "map50": 95.6, | |
| "map5095": 65.7 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 93.7, | |
| "recall": 90.7, | |
| "map50": 95.3, | |
| "map5095": 66.4 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 90.5, | |
| "recall": 76.7, | |
| "map50": 88.8, | |
| "map5095": 50.7 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 91.5, | |
| "recall": 78.5, | |
| "map50": 91.0, | |
| "map5095": 55.9 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 92.1, | |
| "recall": 79.9, | |
| "map50": 91.2, | |
| "map5095": 54.7 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 93.4, | |
| "recall": 89.1, | |
| "map50": 94.8, | |
| "map5095": 64.9 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 2, | |
| "name": "Rice__Healthy", | |
| "images": 44, | |
| "instances": 69, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 72.6, | |
| "recall": 52.2, | |
| "map50": 53.4, | |
| "map5095": 33.2 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 68.0, | |
| "recall": 44.9, | |
| "map50": 49.4, | |
| "map5095": 31.7 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 66.9, | |
| "recall": 42.0, | |
| "map50": 50.0, | |
| "map5095": 32.0 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 70.6, | |
| "recall": 49.3, | |
| "map50": 51.1, | |
| "map5095": 32.5 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 71.4, | |
| "recall": 47.1, | |
| "map50": 51.4, | |
| "map5095": 35.5 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 65.6, | |
| "recall": 40.6, | |
| "map50": 51.5, | |
| "map5095": 31.4 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 70.1, | |
| "recall": 40.7, | |
| "map50": 48.6, | |
| "map5095": 32.8 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 61.1, | |
| "recall": 40.6, | |
| "map50": 47.9, | |
| "map5095": 30.6 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 68.6, | |
| "recall": 43.5, | |
| "map50": 51.2, | |
| "map5095": 31.0 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 3, | |
| "name": "Rice__Hispa", | |
| "images": 44, | |
| "instances": 89, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 78.4, | |
| "recall": 84.3, | |
| "map50": 80.3, | |
| "map5095": 53.0 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 85.0, | |
| "recall": 80.9, | |
| "map50": 82.2, | |
| "map5095": 52.7 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 84.9, | |
| "recall": 79.8, | |
| "map50": 79.6, | |
| "map5095": 52.2 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 88.5, | |
| "recall": 78.7, | |
| "map50": 84.1, | |
| "map5095": 55.1 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 86.7, | |
| "recall": 80.9, | |
| "map50": 81.6, | |
| "map5095": 53.0 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 79.3, | |
| "recall": 77.5, | |
| "map50": 77.8, | |
| "map5095": 48.9 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 83.2, | |
| "recall": 76.4, | |
| "map50": 79.3, | |
| "map5095": 50.7 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 77.1, | |
| "recall": 78.7, | |
| "map50": 80.1, | |
| "map5095": 51.9 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 85.6, | |
| "recall": 80.4, | |
| "map50": 81.0, | |
| "map5095": 52.2 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 4, | |
| "name": "Rice__LeafBlast", | |
| "images": 46, | |
| "instances": 70, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 65.0, | |
| "recall": 64.3, | |
| "map50": 64.0, | |
| "map5095": 40.3 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 68.4, | |
| "recall": 51.4, | |
| "map50": 63.9, | |
| "map5095": 40.9 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 71.7, | |
| "recall": 57.8, | |
| "map50": 67.0, | |
| "map5095": 41.9 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 78.8, | |
| "recall": 61.4, | |
| "map50": 69.2, | |
| "map5095": 43.0 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 64.9, | |
| "recall": 63.4, | |
| "map50": 66.2, | |
| "map5095": 41.3 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 75.1, | |
| "recall": 50.0, | |
| "map50": 62.0, | |
| "map5095": 34.6 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 67.3, | |
| "recall": 52.9, | |
| "map50": 60.3, | |
| "map5095": 38.7 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 68.6, | |
| "recall": 58.6, | |
| "map50": 65.8, | |
| "map5095": 37.6 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 71.4, | |
| "recall": 65.7, | |
| "map50": 65.6, | |
| "map5095": 42.2 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 5, | |
| "name": "Rice__LeafScald", | |
| "images": 46, | |
| "instances": 51, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 80.3, | |
| "recall": 79.9, | |
| "map50": 85.6, | |
| "map5095": 53.4 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 84.1, | |
| "recall": 72.6, | |
| "map50": 80.6, | |
| "map5095": 56.0 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 81.5, | |
| "recall": 80.4, | |
| "map50": 89.0, | |
| "map5095": 60.6 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 88.3, | |
| "recall": 76.5, | |
| "map50": 86.6, | |
| "map5095": 55.3 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 80.9, | |
| "recall": 80.4, | |
| "map50": 85.0, | |
| "map5095": 56.5 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 84.5, | |
| "recall": 74.5, | |
| "map50": 83.9, | |
| "map5095": 48.2 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 87.3, | |
| "recall": 82.4, | |
| "map50": 87.3, | |
| "map5095": 58.2 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 78.9, | |
| "recall": 74.5, | |
| "map50": 78.1, | |
| "map5095": 51.1 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 83.9, | |
| "recall": 81.9, | |
| "map50": 87.9, | |
| "map5095": 56.4 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 6, | |
| "name": "Rice__LeafSmut", | |
| "images": 175, | |
| "instances": 535, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 94.4, | |
| "recall": 93.8, | |
| "map50": 97.7, | |
| "map5095": 74.4 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 97.4, | |
| "recall": 96.2, | |
| "map50": 98.0, | |
| "map5095": 77.5 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 95.8, | |
| "recall": 96.1, | |
| "map50": 98.2, | |
| "map5095": 76.4 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 98.4, | |
| "recall": 95.7, | |
| "map50": 97.7, | |
| "map5095": 81.9 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 97.7, | |
| "recall": 96.3, | |
| "map50": 98.0, | |
| "map5095": 81.8 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 95.0, | |
| "recall": 94.0, | |
| "map50": 96.7, | |
| "map5095": 67.2 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 96.5, | |
| "recall": 95.0, | |
| "map50": 97.8, | |
| "map5095": 73.8 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 94.6, | |
| "recall": 93.8, | |
| "map50": 97.1, | |
| "map5095": 73.0 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 97.0, | |
| "recall": 95.8, | |
| "map50": 97.7, | |
| "map5095": 80.5 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 7, | |
| "name": "Rice__NarrowBrownLeafSpot", | |
| "images": 45, | |
| "instances": 66, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 71.9, | |
| "recall": 69.7, | |
| "map50": 73.2, | |
| "map5095": 49.5 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 76.5, | |
| "recall": 65.2, | |
| "map50": 73.2, | |
| "map5095": 48.0 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 74.5, | |
| "recall": 63.6, | |
| "map50": 73.0, | |
| "map5095": 45.4 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 75.7, | |
| "recall": 66.7, | |
| "map50": 75.5, | |
| "map5095": 48.6 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 71.2, | |
| "recall": 74.2, | |
| "map50": 79.0, | |
| "map5095": 48.9 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 77.3, | |
| "recall": 60.6, | |
| "map50": 70.7, | |
| "map5095": 41.7 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 73.7, | |
| "recall": 62.1, | |
| "map50": 70.3, | |
| "map5095": 43.3 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 65.6, | |
| "recall": 60.6, | |
| "map50": 65.0, | |
| "map5095": 37.8 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 79.5, | |
| "recall": 70.4, | |
| "map50": 76.1, | |
| "map5095": 48.3 | |
| } | |
| } | |
| }, | |
| { | |
| "id": 8, | |
| "name": "Rice__NeckBlast", | |
| "images": 46, | |
| "instances": 97, | |
| "models": { | |
| "yolov8n": { | |
| "precision": 87.1, | |
| "recall": 83.9, | |
| "map50": 87.7, | |
| "map5095": 60.0 | |
| }, | |
| "yolov8n_densenet121": { | |
| "precision": 89.4, | |
| "recall": 85.6, | |
| "map50": 91.7, | |
| "map5095": 60.3 | |
| }, | |
| "yolov8n_denselitex_sppf_c2psa": { | |
| "precision": 88.0, | |
| "recall": 85.6, | |
| "map50": 90.7, | |
| "map5095": 61.1 | |
| }, | |
| "yolov8n_densenet121_c2psa": { | |
| "precision": 88.6, | |
| "recall": 83.5, | |
| "map50": 89.7, | |
| "map5095": 58.3 | |
| }, | |
| "yolov8n_densenet121_sppf_c2psa": { | |
| "precision": 90.2, | |
| "recall": 85.1, | |
| "map50": 90.5, | |
| "map5095": 62.3 | |
| }, | |
| "yolov8n_denselitex": { | |
| "precision": 86.1, | |
| "recall": 84.5, | |
| "map50": 86.1, | |
| "map5095": 54.7 | |
| }, | |
| "yolov8n_denselitex_sppf": { | |
| "precision": 88.9, | |
| "recall": 86.6, | |
| "map50": 91.3, | |
| "map5095": 61.9 | |
| }, | |
| "yolov8n_denselitex_c2psa": { | |
| "precision": 78.5, | |
| "recall": 84.5, | |
| "map50": 86.7, | |
| "map5095": 52.2 | |
| }, | |
| "yolov8n_densenet121_sppf": { | |
| "precision": 93.0, | |
| "recall": 83.5, | |
| "map50": 90.1, | |
| "map5095": 61.0 | |
| } | |
| } | |
| } | |
| ] | |
| } | |