PCB-Bench - Placement Macro QA BERTScore: leaderboard
Open-ended question answering about PCB component placement, scored by BERTScore similarity to the reference answer and macro-averaged over boards.
Metric: BERTScore (%). Source: digailab.github.io. 13 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | DeepSeek V3.1 | 83.06 | #264 |
| 2 | MythoMax-L2-13B | 82.57 | #1409 |
| 3 | GPT-4o | 82.44 | #343 |
| 4 | Ministral 3B | 81.96 | #1278 |
| 5 | GPT-5 | 81.8 | #98 |
| 6 | Llama 4 Maverick | 81.55 | #464 |
| 7 | Claude Opus 4.1 | 81.38 | #140 |
| 8 | Gemini 2.5 Pro | 80.73 | #152 |
| 9 | InternVL3-78B | 79.36 | #352 |
| 10 | Qwen 2.5 7B Instruct | 73.02 | #862 |
Interactive version: theaggregate.ai/benchmark?slug=pcb-bench-placement-macro-qa-bertscore · How It Works · Data refreshed daily, snapshot 2026-10-20.