| { |
| "checkpoint": "/kaggle/VisionQC/visionqc/results/robustad/pcb/BatchedEfficientAd/RobustAD-PCB-test0/v2/lightning_logs/version_0/checkpoints/model-best.ckpt", |
| "domains": [ |
| { |
| "category": "pcb", |
| "domain": "test0", |
| "image_AUROC": 0.8221111297607422, |
| "image_F1Score": 0.5681818127632141, |
| "pixel_AUROC": 0.9237410426139832, |
| "pixel_F1Score": 0.0010375953279435635, |
| "pixel_AUPRO": 0.6808589696884155 |
| }, |
| { |
| "category": "pcb", |
| "domain": "test1", |
| "image_AUROC": 0.5, |
| "image_F1Score": 0.6000000238418579, |
| "pixel_AUROC": 0.6877955198287964, |
| "pixel_F1Score": 0.0014024137053638697, |
| "pixel_AUPRO": 0.20516130328178406 |
| }, |
| { |
| "category": "pcb", |
| "domain": "test2", |
| "image_AUROC": 0.5, |
| "image_F1Score": 0.5, |
| "pixel_AUROC": 0.7277334332466125, |
| "pixel_F1Score": 0.0005926673184148967, |
| "pixel_AUPRO": 0.2539162337779999 |
| }, |
| { |
| "category": "pcb", |
| "domain": "test3", |
| "image_AUROC": 0.49166667461395264, |
| "image_F1Score": 0.6000000238418579, |
| "pixel_AUROC": 0.8337821364402771, |
| "pixel_F1Score": 0.002051474992185831, |
| "pixel_AUPRO": 0.5106632113456726 |
| }, |
| { |
| "category": "pcb", |
| "domain": "test4", |
| "image_AUROC": 0.5, |
| "image_F1Score": 0.6000000238418579, |
| "pixel_AUROC": 0.8205069303512573, |
| "pixel_F1Score": 0.0017359761986881495, |
| "pixel_AUPRO": 0.5081599950790405 |
| }, |
| { |
| "category": "pcb", |
| "domain": "test5", |
| "image_AUROC": 0.625, |
| "image_F1Score": 0.6000000238418579, |
| "pixel_AUROC": 0.8739345073699951, |
| "pixel_F1Score": 0.0022567228879779577, |
| "pixel_AUPRO": 0.6213211417198181 |
| } |
| ], |
| "average_relative_drop_percent": { |
| "image_AUROC": 36.342750270867214, |
| "image_F1Score": -2.0800043304443774, |
| "pixel_AUPRO": 38.336073146983985, |
| "pixel_AUROC": 14.613461017668117, |
| "pixel_F1Score": -54.959354309428285 |
| } |
| } |