TCMQA v1 - Full: leaderboard
TCMQA v1 - Full. TCMQA arXiv2609.33014v1 Table4,38,279 questions with35,893 single-answer and2,386 multi-answer items; exact-match option-set accuracy. Subset is5,250 practitioner-panel questions. No mean-human score is substituted for the population median. All named baselines retain their instruction/chat generation; no base/instruct merge. Log-probability choice evaluation and multi-answer set decoding as paper Sec2/3. Metric: Exact-match accuracy (%). Higher is better.
Metric: Exact-match accuracy (%). Source: arxiv.org. Saturation forecast: Around February 2027. 27 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 2.5 14B Instruct | 77.98 | #1732 |
| 2 | Qwen 3.5 9B | 75.02 | #803 |
| 3 | Qwen 2 7B Instruct | 75.02 | #3163 |
| 4 | Qwen 2.5 7B Instruct | 71.59 | #2564 |
| 5 | Qwen 1.5 14B Chat | 67.89 | #2974 |
| 6 | Qwen 3.5 4B | 67.37 | #1175 |
| 7 | Qwen 1.5 7B Chat | 61.23 | #6361 |
| 8 | Qwen 2 1.5B Instruct | 60.81 | #7855 |
| 9 | Qwen 2.5 3B Instruct | 59.27 | #5150 |
| 10 | Qwen 2.5 1.5B Instruct | 52.31 | #7470 |
| 11 | Qwen 3.5 2B | 50.77 | #4810 |
| 12 | Qwen 1.5 4B Chat | 49.85 | #8077 |
| 13 | gemma-4-E4B-it | 44.69 | #1469 |
| 14 | Gemma 3 12B (IT) | 39.6 | #1837 |
| 15 | Qwen 1.5 1.8B Chat | 38.53 | #9053 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=tcmqa-v1-full · How It Works · Data refreshed daily, snapshot 2026-11-13.