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Benchmarks / Which Small AI Model Should You Run on a Mac? We Ran 312 Tests / Translate

translate-019

easy en-jasign

The prompt

user

Translate the following text into Japanese. Reply with only the translation.

Please take off your shoes before entering. Slippers are provided.
What we expected
{
  "source_lang": "en",
  "target_lang": "ja",
  "register_note": null,
  "source": "Please take off your shoes before entering. Slippers are provided.",
  "reference": "入室の際は靴をお脱ぎください。スリッパをご用意しております。",
  "alt_references": [
    "土足厳禁です。スリッパをご用意しております。",
    "靴を脱いでお入りください。スリッパをご用意しています。"
  ],
  "must_keep": [
    [
      "靴",
      "土足"
    ],
    [
      "スリッパ"
    ]
  ],
  "register_check": null,
  "avoid": []
}

What each model answered

MiMo-V2.6 Distill 9B

✓ pass · score 98 (scripted checks 100, judges 9.5/10 from 3) · 0.64 s

靴を脱いでからご入場ください。スリッパをご用意しております。

Judge medians: Adequacy 10 · Fluency and register 9

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "靴を脱いでからご入場ください。スリッパをご用意しております。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 66.29,
  "best_ref": 0,
  "pass_bar": 30,
  "checks_passed": "4/4",
  "failed_checks": [],
  "chrf_scaled": 1
}

Ornith-1.5 9B

✓ pass · score 100 (scripted checks 100, judges 10.0/10 from 3) · 0.51 s

入室の際は靴を脱いでください。スリッパをご用意しております。

Judge medians: Adequacy 10 · Fluency and register 10

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "入室の際は靴を脱いでください。スリッパをご用意しております。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 80.09,
  "best_ref": 0,
  "pass_bar": 30,
  "checks_passed": "4/4",
  "failed_checks": [],
  "chrf_scaled": 1
}

Granite 4.2 8B

✓ pass · score 90 (scripted checks 100, judges 8.0/10 from 3) · 0.71 s

靴を脱いで入ってください。スリッパーは用意しております。

Judge medians: Adequacy 9 · Fluency and register 7

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "靴を脱いで入ってください。スリッパーは用意しております。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 50.76,
  "best_ref": 0,
  "pass_bar": 30,
  "checks_passed": "4/4",
  "failed_checks": [],
  "chrf_scaled": 1
}

Spark-X2.5 4B

✓ pass · score 98 (scripted checks 100, judges 9.5/10 from 3) · 0.48 s

入る前に靴を脱いでください。スリッパをご用意しています。

Judge medians: Adequacy 10 · Fluency and register 9

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "入る前に靴を脱いでください。スリッパをご用意しています。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 76.94,
  "best_ref": 2,
  "pass_bar": 30,
  "checks_passed": "4/4",
  "failed_checks": [],
  "chrf_scaled": 1
}

Mellum2.1 12B-A2.5B

✗ fail · score 42 (scripted checks 54, judges 3.0/10 from 3) · 0.33 s

入る前に靴を脱ぎなさい。 slippersは用意されています。

Judge medians: Adequacy 4 · Fluency and register 2

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "入る前に靴を脱ぎなさい。 slippersは用意されています。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 19.41,
  "best_ref": 2,
  "pass_bar": 30,
  "checks_passed": "3/4",
  "failed_checks": [
    {
      "type": "keep",
      "terms": [
        "スリッパ"
      ],
      "ok": false,
      "found": null
    }
  ],
  "chrf_scaled": 0.2352
}

Ling-3.0-tiny (7.9B-A1.3B)

✗ fail · score 75 (scripted checks 70, judges 8.0/10 from 3) · 0.24 s

入る前に靴を脱いでください。履き物が用意されています。

Judge medians: Adequacy 8 · Fluency and register 8

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "入る前に靴を脱いでください。履き物が用意されています。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 31.79,
  "best_ref": 2,
  "pass_bar": 30,
  "checks_passed": "3/4",
  "failed_checks": [
    {
      "type": "keep",
      "terms": [
        "スリッパ"
      ],
      "ok": false,
      "found": null
    }
  ],
  "chrf_scaled": 0.5446
}

MiniCPM5 2B

✓ pass · score 90 (scripted checks 100, judges 8.0/10 from 3) · 0.29 s

入室前に靴を脱いてください。スリッパをご用意しています。

Judge medians: Adequacy 10 · Fluency and register 6

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "入室前に靴を脱いてください。スリッパをご用意しています。",
  "detected_lang": "ja",
  "lang_ok": true,
  "chrf": 73.63,
  "best_ref": 2,
  "pass_bar": 30,
  "checks_passed": "4/4",
  "failed_checks": [],
  "chrf_scaled": 1
}

K2-Horizon 0.9B

✗ fail · score 0 (scripted checks 0, judges 0.0/10 from 3) · 0.10 s

Please take off your shoes before entering. Slippers are provided.

Judge medians: Adequacy 0 · Fluency and register 0

Scoring detail
{
  "target_lang": "ja",
  "cleaned": "Please take off your shoes before entering. Slippers are provided.",
  "reason": "output is the untranslated source",
  "detected_lang": "en",
  "lang_ok": false,
  "chrf": 0,
  "best_ref": 0,
  "pass_bar": 30,
  "checks_passed": "0/4",
  "failed_checks": [
    {
      "type": "keep",
      "terms": [
        "靴",
        "土足"
      ],
      "ok": false,
      "found": null
    },
    {
      "type": "keep",
      "terms": [
        "スリッパ"
      ],
      "ok": false,
      "found": null
    },
    {
      "type": "length",
      "ratio": 1.9,
      "ok": false
    },
    {
      "type": "no_untranslated_leftovers",
      "ok": false,
      "found": [
        "are",
        "before",
        "entering",
        "off",
        "please",
        "provided",
        "shoes",
        "slippers",
        "take",
        "your"
      ],
      "cjk_chars": 0
    }
  ],
  "chrf_scaled": 0
}

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