Coarse-grained Product Retrieval on EIPM 200,000 products (test)
69.4mAP@1VLM2Vec + AGCL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VLM2Vec + AGCLArchitecture=LLM-based Baselines2026.04 | 69.4 | 73.6 | 70.7 | |
| VLM2VecArchitecture=LLM-based Baselines2026.04 | 68.5 | 72.6 | 69.9 | |
| LLM2CLIP + AGCLArchitecture=LLM-based Baselines2026.04 | 68.2 | 71.2 | 69.5 | |
| LLM2CLIPArchitecture=LLM-based Baselines2026.04 | 67.4 | 70.3 | 68.7 | |
| BLIPArchitecture=BERT-based Baselines2026.04 | 63.1 | 66.5 | 64.7 | |
| ALBEFArchitecture=BERT-based Baselines2026.04 | 62.4 | 65.5 | 63.5 | |
| CLIPArchitecture=BERT-based Baselines2026.04 | 60.3 | 62.8 | 61.6 |