{ "checkpoint": "L:\\Dab\\OppaiOracle\\experiments\\run1_vit\\checkpoints\\last.pt", "checkpoint_epoch": 7, "checkpoint_step": 85517, "val_samples": 30000, "num_tags_evaluated": 19292, "skip_indices": [ 0, 1 ], "sweep": { "min": 0.001, "max": 0.999, "step": 0.001, "count": 999 }, "micro": { "pr_breakeven": { "threshold": 0.7926946841478348, "precision": 0.6989787817001343, "recall": 0.6989787817001343, "f1": 0.6989787816996342, "interpolated": true }, "f1_optimal": { "threshold": 0.805, "precision": 0.7304752469062805, "recall": 0.6735844016075134, "f1": 0.7008772492408752 } }, "macro_single_threshold": { "support_ge_0": { "tags_evaluated": 19292, "tags_total": 19292, "pr_breakeven": { "threshold": 0.7596096462607383, "precision": 0.5969547033309937, "recall": 0.5969547033309937, "f1": 0.5969547033304936, "interpolated": true }, "f1_optimal": { "threshold": 0.757, "precision": 0.5935518145561218, "recall": 0.6006690859794617, "f1": 0.5715920925140381 } }, "support_ge_1": { "tags_evaluated": 18334, "tags_total": 19292, "pr_breakeven": { "threshold": 0.7596096495985984, "precision": 0.6281471848487854, "recall": 0.6281471848487854, "f1": 0.6281471848482854, "interpolated": true }, "f1_optimal": { "threshold": 0.757, "precision": 0.6245664358139038, "recall": 0.6320556402206421, "f1": 0.601459264755249 } }, "support_ge_5": { "tags_evaluated": 10406, "tags_total": 19292, "pr_breakeven": { "threshold": 0.7532626820802688, "precision": 0.5863859057426453, "recall": 0.5863859057426453, "f1": 0.5863859057421452, "interpolated": true }, "f1_optimal": { "threshold": 0.754, "precision": 0.5886526703834534, "recall": 0.5845012068748474, "f1": 0.5600905418395996 } } }, "per_tag": { "min_support": 5, "pr_summary": { "tags_with_support": 10406, "mean_threshold": 0.7503859471750784, "median_threshold": 0.751, "p25_threshold": 0.714, "p75_threshold": 0.7883596608266235, "mean_precision": 0.5908225646441903, "mean_recall": 0.5908225646241425 }, "f1_summary": { "mean_threshold": 0.7558264462809917, "median_threshold": 0.759, "mean_f1": 0.6410075075736091 } } }