Text-to-Image Retrieval on Analog Circuit Pairs N=1,000 (test)
78.2R@1AnalogRetriever
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AnalogRetrieverEncoder=RGCN, Optimization=Curriculum learning2026.04 | 78.2 | 96.8 | 97.9 | |
| TIC (RGCN)Variants=tri-modal, Encoder=port-aware RGCN2026.04 | 71.8 | 96.2 | 98.8 | |
| TIC (GCN)Variants=tri-modal, Encoder=GCN2026.04 | 70.8 | 95.7 | 98.4 | |
| TI (Bi-Modal)Encoder=CLIP fine-tuned on analog circuit pairs2026.04 | 70.5 | 92.9 | 96.8 | |
| CLIP2026.04 | 2.2 | 8.2 | 13.5 | |
| CROP2026.04 | 2.2 | 8.2 | 13.5 | |
| ChatLS2026.04 | 2.2 | 8.2 | 13.5 | |
| NetTAG2026.04 | 2.2 | 8.2 | 13.5 |