Datasets:
Formats:
text
Languages:
English
Size:
1K - 10K
Tags:
circuit-diagrams
document-understanding
graph-recovery
connectivity-verification
vision-language-models
digital-logic
License:
| # LogicBench-1K — Dataset Statistics (camera-ready) | |
| **Version:** 1.0.1 | |
| **Generated:** 2026-06-08T19:05:59Z | |
| **Samples:** 1,000 (700/100/200 train/val/test) | |
| ## Sample diversity | |
| | Metric | Value | | |
| |--------|------:| | |
| | Unique gate mixtures | 343 | | |
| | Mixture coverage (unique / samples) | 34.3% | | |
| | Gates per diagram (mean ± std) | 6.174 ± 3.699 | | |
| | Gates per diagram (median [Q1, Q3]) | 5.0 [4.0, 7.0] | | |
| | Gates per diagram (range) | 1–31 | | |
| | Diagrams with no edges | 19 | | |
| ### Node-count histogram | |
| | Bin (gates) | Count | | |
| |-------------|------:| | |
| | 1-5 | 576 | | |
| | 6-10 | 343 | | |
| | 11-15 | 49 | | |
| | 16-20 | 18 | | |
| | 21-31 | 14 | | |
| ## Topology distribution | |
| ### Gate-type frequencies (global) | |
| | Gate | Count | Share | | |
| |------|------:|------:| | |
| | AND | 1,492 | 24.2% | | |
| | NAND | 915 | 14.8% | | |
| | NOR | 597 | 9.7% | | |
| | NOT | 1,389 | 22.5% | | |
| | OR | 894 | 14.5% | | |
| | XNOR | 258 | 4.2% | | |
| | XOR | 629 | 10.2% | | |
| ### Edge-count summary | |
| | Statistic | Value | | |
| |-----------|------:| | |
| | Total directed edges | 6,423 | | |
| | Edges per diagram (mean ± std) | 6.423 ± 5.636 | | |
| | Edges per diagram (median) | 5.0 | | |
| | Edges per diagram (range) | 0–57 | | |
| | Mean directed density | 0.2355 | | |
| ### Edge-count histogram | |
| | Bin (edges) | Count | | |
| |-------------|------:| | |
| | 0 | 19 | | |
| | 1-5 | 544 | | |
| | 6-10 | 298 | | |
| | 11-20 | 114 | | |
| | 21-57 | 25 | | |
| ### Split-stratified summary | |
| | Split | *n* | Unique mixtures | Gates (mean) | Edges (mean) | Density | | |
| |-------|----:|----------------:|-------------:|-------------:|--------:| | |
| | Train | 700 | 261 | 5.91 | 6.08 | 0.2399 | | |
| | Val | 100 | 73 | 6.77 | 7.04 | 0.2148 | | |
| | Test | 200 | 128 | 6.8 | 7.315 | 0.2305 | | |
| ## Paper-ready summary | |
| The corpus comprises 1,000 annotated diagrams with 6,174 gates and 6,423 directed edges. Sample diversity spans 343 unique gate mixtures (34.3% coverage). Diagrams contain 1–31 gates (mean 6.174, median 5.0) and 0–57 edges (mean 6.423, median 5.0). Gate-type and topology statistics are stratified by the official 700/100/200 train/validation/test split in `metadata/statistics.json`. | |
| --- | |
| *Auto-generated by `scripts/generate_statistics.py`. Machine-readable source: [`statistics.json`](statistics.json).* | |