Text-to-Image Retrieval on EIPM 200,000 products (test)
37.5Recall@1VLM2Vec + AGCL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VLM2Vec + AGCLArchitecture=LLM-based Baselines2026.04 | 37.5 | 63.7 | 73 | |
| VLM2VecArchitecture=LLM-based Baselines2026.04 | 35.8 | 62.2 | 71.6 | |
| LLM2CLIP + AGCLArchitecture=LLM-based Baselines2026.04 | 29.5 | 53.7 | 63.2 | |
| LLM2CLIPArchitecture=LLM-based Baselines2026.04 | 27.6 | 52 | 61.9 | |
| BLIPArchitecture=BERT-based Baselines2026.04 | 23.4 | 45.1 | 54.7 | |
| ALBEFArchitecture=BERT-based Baselines2026.04 | 21.8 | 43.8 | 53.7 | |
| CLIPArchitecture=BERT-based Baselines2026.04 | 20.5 | 42.7 | 52.8 |