Image Reranking on Pailitao E-commerce Dataset Offline (test)
57.92I-HR@1Pailitao-VL-Reranker-List
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Pailitao-VL-Reranker-ListCategory=Reranker, Reranking Paradigm=Listwise, Training Epochs=5, Maximum Chunk Size=102026.02 | 57.92 | 55.79 | 54.74 | 54.2 | 94.14 | 92.36 | 91.05 | 90.09 | 73.79 | |
| Pailitao-VL-Reranker-PointCategory=Reranker, Reranking Paradigm=Pointwise, Training Epochs=2, Inputs=full image and cropped region2026.02 | 56.45 | 54.54 | 53.3 | 52.74 | 92.93 | 90.49 | 88.71 | 87.51 | 72.21 | |
| CLIP-IDClass-EmbeddingCategory=Embedding, Optimization=ultra-scale ID-recognition2026.02 | 54.48 | 52.38 | 51.24 | 50.6 | 91.57 | 89.05 | 87.36 | 86.16 | 70.36 | |
| Qwen3-VL-RerankerCategory=Reranker2026.02 | 51.99 | 49.56 | 48.5 | 47.9 | 92.08 | 90.05 | 88.36 | 87.35 | 69.47 | |
| Qwen3-VL-EmbeddingCategory=Embedding2026.02 | 50.1 | 47.79 | 46.75 | 46.23 | 90.59 | 88.72 | 87.33 | 86.38 | 67.99 |