Coarse-grained Product Retrieval on M5Product (test)
71.3mAP@1VLM2Vec + AGCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VLM2Vec + AGCLModel Architecture Category=LLM-based Baselines, Enhanced Component=AGCL2026.04 | 71.3 | 78.3 | 73.2 | |
| VLM2VecModel Architecture Category=LLM-based Baselines2026.04 | 70.3 | 76.9 | 72.1 | |
| LLM2CLIP + AGCLModel Architecture Category=LLM-based Baselines, Enhanced Component=AGCL2026.04 | 69.1 | 72.9 | 71.3 | |
| LLM2CLIPModel Architecture Category=LLM-based Baselines2026.04 | 68.3 | 71.9 | 70.4 | |
| BLIPModel Architecture Category=BERT-based Baselines2026.04 | 64 | 65.9 | 65.1 | |
| FG-CLIPModel Architecture Category=BERT-based Baselines2026.04 | 63.3 | 65.9 | 64.1 | |
| ALBEFModel Architecture Category=BERT-based Baselines2026.04 | 63.2 | 65.4 | 64.7 | |
| VL-CLIPModel Architecture Category=BERT-based Baselines2026.04 | 62.9 | 64.9 | 63.4 | |
| Region-CLIPModel Architecture Category=BERT-based Baselines2026.04 | 62 | 63.9 | 63.9 | |
| CLIPModel Architecture Category=BERT-based Baselines2026.04 | 61.7 | 63.6 | 63.1 |