8460s-image-rd/assets-library/models-performance.json

{
  "_initialized_at": "2026-05-19T21:47:00+09:00",
  "_dimensions": [
    "byeolyi",
    "hanja",
    "hanok",
    "illustration",
    "korean_traditional"
  ],
  "_thresholds": {
    "byeolyi": 8,
    "hanja": 4.5,
    "hanok": 4.5
  },
  "_protected_models": [
    "qwen-image-2.0",
    "qwen-image-2512",
    "qwen-image-layered",
    "qwen-edit-2511",
    "flux-dev",
    "flux-schnell",
    "flux-kontext",
    "flux-fill",
    "flux-redux",
    "pulid-flux",
    "pony-v6",
    "illustrious",
    "lightning-lora-qwen"
  ],
  "models": {
    "pony-v6": {
      "rounds_used": 8,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          42.5,
          42.1,
          41.8,
          21.5,
          13.1,
          8.9,
          21.2,
          21.3,
          30.8,
          14.1,
          29.9,
          77.3
        ],
        "auto_black": [
          0.61,
          0.68,
          0.37,
          0.01,
          0.01,
          0.15,
          0.06,
          0.03,
          0.41,
          0.17,
          0.17,
          0.03
        ]
      },
      "avg_scores": {},
      "best_combinations": [
        {
          "round": "R3-clean",
          "id": "3-5",
          "variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
          "pastel_pct": 77.3,
          "black_pct": 0.03
        }
      ],
      "verdict": "파스텔 평균 30.4% (12회) / 검정 평균 0.23%"
    },
    "flux-dev": {
      "rounds_used": 37,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          20.1,
          29.7,
          12.3,
          9.99,
          27.51,
          48.5,
          12.87,
          25.65,
          9.99,
          27.51,
          48.5,
          12.87,
          25.65,
          9.99,
          27.51,
          48.5,
          12.87,
          48.82,
          48.93,
          38.52,
          49.99,
          44.45,
          50.47,
          49.89,
          56.41,
          50.36,
          17.72,
          49.85,
          48.65,
          52.99,
          69.66,
          15.09
        ],
        "auto_black": [
          3.11,
          0.0,
          0.16,
          13.98,
          0.79,
          0.27,
          11.67,
          1.95,
          13.98,
          0.79,
          0.27,
          11.67,
          1.95,
          13.98,
          0.79,
          0.27,
          11.67,
          0.34,
          0.46,
          0.48,
          0.18,
          4.3,
          0.24,
          0.22,
          0.2,
          0.86,
          3.97,
          0.08,
          3.7,
          0.5,
          0.05,
          12.46
        ]
      },
      "avg_scores": {},
      "best_combinations": [
        {
          "round": "R1-clean",
          "id": "1-4",
          "variant": "PuLID 0.7 + Redux 0.5",
          "pastel_pct": 48.5,
          "black_pct": 0.27
        },
        {
          "round": "R2-clean",
          "id": "2-1",
          "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
          "pastel_pct": 48.82,
          "black_pct": 0.34
        },
        {
          "round": "R2-clean",
          "id": "2-2",
          "variant": "PuLID 0.7 + Redux 0.7",
          "pastel_pct": 48.93,
          "black_pct": 0.46
        },
        {
          "round": "R2-clean",
          "id": "2-4",
          "variant": "PuLID 0.85 + Redux 0.5",
          "pastel_pct": 49.99,
          "black_pct": 0.18
        },
        {
          "round": "R3-clean",
          "id": "3-1",
          "variant": "PuLID 0.7 + Redux 0.85",
          "pastel_pct": 50.47,
          "black_pct": 0.24
        },
        {
          "round": "R3-clean",
          "id": "3-2",
          "variant": "PuLID 0.6 + Redux 0.7",
          "pastel_pct": 49.89,
          "black_pct": 0.22
        },
        {
          "round": "R4-clean",
          "id": "4-1",
          "variant": "PuLID 0.7 + Redux 1.0 (max)",
          "pastel_pct": 56.41,
          "black_pct": 0.2
        },
        {
          "round": "R4-clean",
          "id": "4-2",
          "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
          "pastel_pct": 50.36,
          "black_pct": 0.86
        },
        {
          "round": "R6-clean",
          "id": "6-2",
          "variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
          "pastel_pct": 69.66,
          "black_pct": 0.05
        }
      ],
      "verdict": "파스텔 평균 32.1% (27회) / 검정 평균 3.65%"
    },
    "pulid-flux": {
      "rounds_used": 31,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          30.2,
          33.7,
          44.5,
          9.99,
          27.51,
          48.5,
          25.65,
          9.99,
          27.51,
          48.5,
          25.65,
          9.99,
          27.51,
          48.5,
          48.82,
          48.93,
          38.52,
          49.99,
          50.47,
          49.89,
          56.41,
          50.36,
          49.85,
          52.99,
          69.66
        ],
        "auto_black": [
          0.73,
          2.51,
          1.11,
          13.98,
          0.79,
          0.27,
          1.95,
          13.98,
          0.79,
          0.27,
          1.95,
          13.98,
          0.79,
          0.27,
          0.34,
          0.46,
          0.48,
          0.18,
          0.24,
          0.22,
          0.2,
          0.86,
          0.08,
          0.5,
          0.05
        ]
      },
      "avg_scores": {},
      "best_combinations": [
        {
          "round": 9,
          "id": "9-1",
          "weight": 1.0,
          "fusion": "mean",
          "black_pct": 1.11,
          "pastel_pct": 44.5,
          "note": "전체 라운드 best pastel 1위"
        },
        {
          "round": "R1-clean",
          "id": "1-4",
          "variant": "PuLID 0.7 + Redux 0.5",
          "pastel_pct": 48.5,
          "black_pct": 0.27
        },
        {
          "round": "R2-clean",
          "id": "2-1",
          "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
          "pastel_pct": 48.82,
          "black_pct": 0.34
        },
        {
          "round": "R2-clean",
          "id": "2-2",
          "variant": "PuLID 0.7 + Redux 0.7",
          "pastel_pct": 48.93,
          "black_pct": 0.46
        },
        {
          "round": "R2-clean",
          "id": "2-4",
          "variant": "PuLID 0.85 + Redux 0.5",
          "pastel_pct": 49.99,
          "black_pct": 0.18
        },
        {
          "round": "R3-clean",
          "id": "3-1",
          "variant": "PuLID 0.7 + Redux 0.85",
          "pastel_pct": 50.47,
          "black_pct": 0.24
        },
        {
          "round": "R3-clean",
          "id": "3-2",
          "variant": "PuLID 0.6 + Redux 0.7",
          "pastel_pct": 49.89,
          "black_pct": 0.22
        },
        {
          "round": "R4-clean",
          "id": "4-1",
          "variant": "PuLID 0.7 + Redux 1.0 (max)",
          "pastel_pct": 56.41,
          "black_pct": 0.2
        },
        {
          "round": "R4-clean",
          "id": "4-2",
          "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
          "pastel_pct": 50.36,
          "black_pct": 0.86
        },
        {
          "round": "R6-clean",
          "id": "6-2",
          "variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
          "pastel_pct": 69.66,
          "black_pct": 0.05
        }
      ],
      "verdict": "파스텔 평균 36.9% (22회) / 검정 평균 2.56%"
    },
    "qwen-image-2512": {
      "rounds_used": 1,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": []
      },
      "avg_scores": {},
      "best_combinations": [],
      "verdict": "워크플로우 결함 — 5KB 검정 latent (v1~v4 4차 시도 모두 실패)"
    },
    "flux-schnell": {
      "rounds_used": 4,
      "dimensions": {
        "auto_pastel": [
          24.0,
          36.4
        ],
        "auto_black": [
          13.92,
          0.9
        ]
      },
      "avg_scores": {},
      "best_combinations": [],
      "verdict": "파스텔 평균 30.2% (2회) / 검정 평균 7.41%"
    },
    "qwen-edit-2511": {
      "rounds_used": 8,
      "dimensions": {},
      "avg_scores": {},
      "best_combinations": [],
      "verdict": "Stage 2 인페인트 6차 실패 — Qwen 계열 GGUF Q4 환경 호환성 결함 확정"
    },
    "flux-redux": {
      "rounds_used": 14,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          48.5,
          48.5,
          48.5,
          48.82,
          48.93,
          38.52,
          49.99,
          50.47,
          49.89,
          56.41,
          50.36,
          49.85,
          52.99,
          69.66
        ],
        "auto_black": [
          0.27,
          0.27,
          0.27,
          0.34,
          0.46,
          0.48,
          0.18,
          0.24,
          0.22,
          0.2,
          0.86,
          0.08,
          0.5,
          0.05
        ]
      },
      "avg_scores": {},
      "best_combinations": [
        {
          "round": "R1-clean",
          "id": "1-4",
          "variant": "PuLID 0.7 + Redux 0.5",
          "pastel_pct": 48.5,
          "black_pct": 0.27
        },
        {
          "round": "R2-clean",
          "id": "2-1",
          "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
          "pastel_pct": 48.82,
          "black_pct": 0.34
        },
        {
          "round": "R2-clean",
          "id": "2-2",
          "variant": "PuLID 0.7 + Redux 0.7",
          "pastel_pct": 48.93,
          "black_pct": 0.46
        },
        {
          "round": "R2-clean",
          "id": "2-4",
          "variant": "PuLID 0.85 + Redux 0.5",
          "pastel_pct": 49.99,
          "black_pct": 0.18
        },
        {
          "round": "R3-clean",
          "id": "3-1",
          "variant": "PuLID 0.7 + Redux 0.85",
          "pastel_pct": 50.47,
          "black_pct": 0.24
        },
        {
          "round": "R3-clean",
          "id": "3-2",
          "variant": "PuLID 0.6 + Redux 0.7",
          "pastel_pct": 49.89,
          "black_pct": 0.22
        },
        {
          "round": "R4-clean",
          "id": "4-1",
          "variant": "PuLID 0.7 + Redux 1.0 (max)",
          "pastel_pct": 56.41,
          "black_pct": 0.2
        },
        {
          "round": "R4-clean",
          "id": "4-2",
          "variant": "PuLID 0.85 + Redux 0.7 (combine best)",
          "pastel_pct": 50.36,
          "black_pct": 0.86
        },
        {
          "round": "R6-clean",
          "id": "6-2",
          "variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
          "pastel_pct": 69.66,
          "black_pct": 0.05
        }
      ],
      "verdict": "파스텔 평균 49.0% (11회) / 검정 평균 0.34%"
    },
    "flux-dev-refiner": {
      "rounds_used": 2,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          48.82,
          49.85
        ],
        "auto_black": [
          0.34,
          0.08
        ]
      },
      "avg_scores": {},
      "best_combinations": [
        {
          "round": "R2-clean",
          "id": "2-1",
          "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
          "pastel_pct": 48.82,
          "black_pct": 0.34
        }
      ],
      "verdict": "파스텔 평균 48.8% (1회) / 검정 평균 0.34%"
    },
    "qwen-image-2.0": {
      "rounds_used": 4,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          0.0,
          0.0,
          0.0,
          0.0
        ],
        "auto_black": [
          100.0,
          100.0,
          100.0,
          100.0
        ]
      },
      "avg_scores": {},
      "best_combinations": [],
      "verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
    },
    "lightning-lora-qwen": {
      "rounds_used": 2,
      "dimensions": {
        "byeolyi": [],
        "hanja": [],
        "hanok": [],
        "illustration": [],
        "korean_traditional": [],
        "auto_pastel": [
          0.0,
          0.0
        ],
        "auto_black": [
          100.0,
          100.0
        ]
      },
      "avg_scores": {},
      "best_combinations": [],
      "verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
    }
  },
  "_processed_rounds": [
    "R1-clean",
    "R2-clean",
    "R3-clean",
    "R4-clean",
    "R5-clean",
    "R6-clean"
  ]
}