{
 "set": "eval_unseen_authors_500.json (500 single characters by 61 calligraphers absent from training; stratified by script)",
 "metric": "top-1 accuracy (%), answers normalised traditional↔simplified",
 "date": "2026-11-04",
 "results": [
  {
   "model": "看帖识字 v1 (Kantie Shizi v1)",
   "全部": 94.0,
   "楷書": 96.7,
   "行楷書": 98.8,
   "行書": 95.8,
   "草書": 82.0,
   "隸書": 98.0
  },
  {
   "model": "PaddleOCR PP-OCRv5 server rec (OCR)",
   "全部": 86.4,
   "楷書": 93.3,
   "行楷書": 88.8,
   "行書": 92.5,
   "草書": 62.0,
   "隸書": 96.0
  },
  {
   "model": "Qwen3.8-Max-Prime",
   "全部": 85.8,
   "楷書": 94.7,
   "行楷書": 88.8,
   "行書": 85.8,
   "草書": 64.0,
   "隸書": 98.0
  },
  {
   "model": "PaddleOCR PP-OCRv6 medium rec (OCR)",
   "全部": 85.0,
   "楷書": 94.7,
   "行楷書": 91.2,
   "行書": 84.2,
   "草書": 61.0,
   "隸書": 96.0
  },
  {
   "model": "Qwen3.6-35B-A3B (4-bit, local)",
   "全部": 84.8,
   "楷書": 94.7,
   "行楷書": 86.2,
   "行書": 86.7,
   "草書": 63.0,
   "隸書": 92.0
  },
  {
   "model": "Kimi K2.6",
   "全部": 84.0,
   "楷書": 93.3,
   "行楷書": 90.0,
   "行書": 85.8,
   "草書": 58.0,
   "隸書": 94.0
  },
  {
   "model": "Kimi K3.1 Pro",
   "全部": 84.0,
   "楷書": 92.0,
   "行楷書": 90.0,
   "行書": 87.5,
   "草書": 55.0,
   "隸書": 100.0
  },
  {
   "model": "Gemini 4 Argon",
   "全部": 82.8,
   "楷書": 96.0,
   "行楷書": 85.0,
   "行書": 76.7,
   "草書": 63.0,
   "隸書": 94.0
  },
  {
   "model": "Claude Fable 5.1",
   "全部": 80.0,
   "楷書": 92.7,
   "行楷書": 88.8,
   "行書": 75.0,
   "草書": 53.0,
   "隸書": 94.0
  },
  {
   "model": "GPT-6 Astra",
   "全部": 76.4,
   "楷書": 90.0,
   "行楷書": 80.0,
   "行書": 73.3,
   "草書": 49.0,
   "隸書": 92.0
  },
  {
   "model": "Claude Opus 5.5",
   "全部": 74.8,
   "楷書": 92.0,
   "行楷書": 80.0,
   "行書": 72.5,
   "草書": 43.0,
   "隸書": 84.0
  },
  {
   "model": "Qwen3.8-27B",
   "全部": 74.4,
   "楷書": 86.0,
   "行楷書": 77.5,
   "行書": 76.7,
   "草書": 47.0,
   "隸書": 84.0
  },
  {
   "model": "PaddleOCR-VL-1.6 (OCR)",
   "全部": 74.2,
   "楷書": 88.7,
   "行楷書": 88.8,
   "行書": 66.7,
   "草書": 45.0,
   "隸書": 84.0
  },
  {
   "model": "DeepSeek-OCR-2 (OCR; glyph centred on a 1024px white page)",
   "全部": 15.4,
   "楷書": 22.0,
   "行楷書": 13.8,
   "行書": 8.3,
   "草書": 7.0,
   "隸書": 32.0
  }
 ]
}