Text-to-Circuit Retrieval on Analog Circuit Pairs N=1,000 (test)
75.6R@1AnalogRetriever
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnalogRetrieverEncoder=RGCN, Optimization=Curriculum learning2026.04 | 75.6 | 96.3 | 98.6 | |
| TIC (RGCN)Variants=tri-modal, Encoder=port-aware RGCN2026.04 | 69.1 | 96.4 | 99.2 | |
| TIC (GCN)Variants=tri-modal, Encoder=GCN2026.04 | 67.7 | 95.7 | 99 | |
| ChatLS2026.04 | 9.5 | 24 | 35.1 | |
| CROP2026.04 | 9.2 | 25.8 | 37.1 | |
| CLIP2026.04 | 2.9 | 9.7 | 16.2 | |
| NetTAG2026.04 | 0.5 | 3.4 | 6.8 |