[ { "name": "v19_eastleft", "mAP50": 0.96164, "mAP50-95": 0.51337, "precision": 0.92538, "recall": 0.91907, "best_ep": 65, "total_ep": 90, "last5095": 0.50798 }, { "name": "v7_7_cosine_s", "mAP50": 0.95785, "mAP50-95": 0.51262, "precision": 0.93147, "recall": 0.92556, "best_ep": 115, "total_ep": 145, "last5095": 0.50907 }, { "name": "v16_yolo11m", "mAP50": 0.95816, "mAP50-95": 0.51217, "precision": 0.92227, "recall": 0.91831, "best_ep": 71, "total_ep": 96, "last5095": 0.50388 }, { "name": "v14_seed_999", "mAP50": 0.95576, "mAP50-95": 0.51208, "precision": 0.9265, "recall": 0.90552, "best_ep": 72, "total_ep": 97, "last5095": 0.50742 }, { "name": "v20_seed_b", "mAP50": 0.95886, "mAP50-95": 0.51195, "precision": 0.92908, "recall": 0.91449, "best_ep": 82, "total_ep": 107, "last5095": 0.50887 }, { "name": "v17_seed_111", "mAP50": 0.95798, "mAP50-95": 0.51169, "precision": 0.92548, "recall": 0.91678, "best_ep": 86, "total_ep": 111, "last5095": 0.50452 }, { "name": "v7_5_accumulate_s", "mAP50": 0.96017, "mAP50-95": 0.51162, "precision": 0.9286, "recall": 0.9143, "best_ep": 85, "total_ep": 115, "last5095": 0.50823 }, { "name": "v17_seed_777", "mAP50": 0.9562, "mAP50-95": 0.51144, "precision": 0.9197, "recall": 0.91158, "best_ep": 88, "total_ep": 113, "last5095": 0.50498 }, { "name": "v12_seed_123", "mAP50": 0.95778, "mAP50-95": 0.51132, "precision": 0.92687, "recall": 0.91086, "best_ep": 84, "total_ep": 109, "last5095": 0.50699 }, { "name": "v7_4_close30_s", "mAP50": 0.95721, "mAP50-95": 0.51123, "precision": 0.9299, "recall": 0.92155, "best_ep": 127, "total_ep": 150, "last5095": 0.50815 }, { "name": "v15_seed_333", "mAP50": 0.95829, "mAP50-95": 0.51122, "precision": 0.92856, "recall": 0.90628, "best_ep": 61, "total_ep": 86, "last5095": 0.50911 }, { "name": "v11_1_baseline", "mAP50": 0.95776, "mAP50-95": 0.51098, "precision": 0.92493, "recall": 0.90609, "best_ep": 63, "total_ep": 98, "last5095": 0.50471 }, { "name": "v11_2_sc3", "mAP50": 0.95776, "mAP50-95": 0.51098, "precision": 0.92493, "recall": 0.90609, "best_ep": 63, "total_ep": 98, "last5095": 0.50471 }, { "name": "v7_2_refinev2_s", "mAP50": 0.95488, "mAP50-95": 0.51092, "precision": 0.92962, "recall": 0.91983, "best_ep": 120, "total_ep": 150, "last5095": 0.50727 }, { "name": "v18_seed_888", "mAP50": 0.9574, "mAP50-95": 0.51088, "precision": 0.92284, "recall": 0.90408, "best_ep": 61, "total_ep": 66, "last5095": 0.50909 }, { "name": "v20_seed_a", "mAP50": 0.9584, "mAP50-95": 0.51038, "precision": 0.92867, "recall": 0.90685, "best_ep": 83, "total_ep": 108, "last5095": 0.50913 }, { "name": "v19_seed_666", "mAP50": 0.95828, "mAP50-95": 0.51017, "precision": 0.92313, "recall": 0.91048, "best_ep": 74, "total_ep": 99, "last5095": 0.50657 }, { "name": "v10_1_sc3_k8", "mAP50": 0.96219, "mAP50-95": 0.50987, "precision": 0.92938, "recall": 0.91792, "best_ep": 21, "total_ep": 46, "last5095": 0.5076 }, { "name": "v10_2_sc3_k16", "mAP50": 0.96219, "mAP50-95": 0.50987, "precision": 0.92938, "recall": 0.91792, "best_ep": 21, "total_ep": 46, "last5095": 0.5076 }, { "name": "v9_1_gwd_s", "mAP50": 0.96219, "mAP50-95": 0.50987, "precision": 0.92938, "recall": 0.91792, "best_ep": 21, "total_ep": 46, "last5095": 0.5076 }, { "name": "v9_2_cam_s", "mAP50": 0.96219, "mAP50-95": 0.50987, "precision": 0.92938, "recall": 0.91792, "best_ep": 42, "total_ep": 68, "last5095": 0.5076 }, { "name": "v9_3_gwd_cam_s", "mAP50": 0.96219, "mAP50-95": 0.50987, "precision": 0.92938, "recall": 0.91792, "best_ep": 21, "total_ep": 46, "last5095": 0.5076 }, { "name": "v7_3_wiou_s", "mAP50": 0.95756, "mAP50-95": 0.50982, "precision": 0.92925, "recall": 0.91773, "best_ep": 116, "total_ep": 146, "last5095": 0.50702 }, { "name": "v12_seed_42", "mAP50": 0.95667, "mAP50-95": 0.50974, "precision": 0.92444, "recall": 0.91081, "best_ep": 72, "total_ep": 97, "last5095": 0.50566 }, { "name": "v13_expanded", "mAP50": 0.956, "mAP50-95": 0.5094, "precision": 0.91679, "recall": 0.90217, "best_ep": 60, "total_ep": 90, "last5095": 0.50462 }, { "name": "v14_seed_789", "mAP50": 0.95715, "mAP50-95": 0.50934, "precision": 0.93141, "recall": 0.90513, "best_ep": 94, "total_ep": 119, "last5095": 0.50529 }, { "name": "v12_final_v3", "mAP50": 0.95736, "mAP50-95": 0.5093, "precision": 0.92334, "recall": 0.91041, "best_ep": 89, "total_ep": 114, "last5095": 0.5022 }, { "name": "v7_6_refinev2_m", "mAP50": 0.95247, "mAP50-95": 0.50919, "precision": 0.93018, "recall": 0.91162, "best_ep": 61, "total_ep": 91, "last5095": 0.50493 }, { "name": "v9_4_combined_s", "mAP50": 0.95829, "mAP50-95": 0.50846, "precision": 0.92066, "recall": 0.91582, "best_ep": 5, "total_ep": 30, "last5095": 0.50659 }, { "name": "v19_seed_222", "mAP50": 0.95296, "mAP50-95": 0.50828, "precision": 0.92001, "recall": 0.92308, "best_ep": 101, "total_ep": 120, "last5095": 0.5042 }, { "name": "v18_seed_555", "mAP50": 0.95582, "mAP50-95": 0.50796, "precision": 0.9279, "recall": 0.90552, "best_ep": 63, "total_ep": 64, "last5095": 0.50605 }, { "name": "v20_selfchallenge", "mAP50": 0.95616, "mAP50-95": 0.50759, "precision": 0.92172, "recall": 0.90628, "best_ep": 58, "total_ep": 61, "last5095": 0.50737 }, { "name": "v18_seed_444", "mAP50": 0.95752, "mAP50-95": 0.50729, "precision": 0.92081, "recall": 0.90114, "best_ep": 55, "total_ep": 59, "last5095": 0.50688 }, { "name": "v17_whatif", "mAP50": 0.95691, "mAP50-95": 0.50667, "precision": 0.92277, "recall": 0.91201, "best_ep": 74, "total_ep": 99, "last5095": 0.50049 }, { "name": "v10_3_sc3_k8_w1", "mAP50": 0.9565, "mAP50-95": 0.50529, "precision": 0.92871, "recall": 0.90762, "best_ep": 1, "total_ep": 1, "last5095": 0.50529 }, { "name": "v7_8_scale_s", "mAP50": 0.95683, "mAP50-95": 0.50503, "precision": 0.92493, "recall": 0.90151, "best_ep": 137, "total_ep": 150, "last5095": 0.50465 }, { "name": "v8_1_p2_s", "mAP50": 0.95968, "mAP50-95": 0.50271, "precision": 0.927, "recall": 0.92365, "best_ep": 103, "total_ep": 133, "last5095": 0.50007 }, { "name": "v15_yolo11n", "mAP50": 0.95159, "mAP50-95": 0.50259, "precision": 0.91603, "recall": 0.89329, "best_ep": 83, "total_ep": 108, "last5095": 0.49995 }, { "name": "v16_distilled_tta", "mAP50": 0.94663, "mAP50-95": 0.50177, "precision": 0.9065, "recall": 0.91411, "best_ep": 104, "total_ep": 129, "last5095": 0.49928 }, { "name": "v20_mask_refined", "mAP50": 0.95217, "mAP50-95": 0.4927, "precision": 0.92173, "recall": 0.90437, "best_ep": 68, "total_ep": 93, "last5095": 0.48588 }, { "name": "v20_gmm", "mAP50": 0.94412, "mAP50-95": 0.48912, "precision": 0.90277, "recall": 0.88032, "best_ep": 27, "total_ep": 28, "last5095": 0.48663 }, { "name": "v20_westright", "mAP50": 0.91179, "mAP50-95": 0.43672, "precision": 0.87459, "recall": 0.81752, "best_ep": 4, "total_ep": 4, "last5095": 0.43672 } ]