Universal Retrieval on Office-Home
84.53P@1TPSNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TPSNetPre-trained model=CLIP2026.03 | 84.53 | 83.44 | 81.29 | |
| TPSNetModel Parameters=0.086B2026.03 | 84.53 | 83.44 | 81.29 | |
| LamRAModel Parameters=7B2026.03 | 84.2 | 82.6 | 79.75 | |
| Qwen2.5VLModel Parameters=7B2026.03 | 82.56 | 80.53 | 76.12 | |
| MM-EmbedModel Parameters=7B2026.03 | 79.38 | 76.2 | 71.01 | |
| Qwen2.5VLModel Parameters=3B2026.03 | 77.84 | 75.01 | 69.4 | |
| SAIL-VL2Model Parameters=0.6B2026.03 | 73.08 | 67.47 | 58.76 | |
| InternVL3.5Model Parameters=6B2026.03 | 66.08 | 60.88 | 53.81 | |
| TPSNetPre-trained model=SigLIP22026.03 | 54 | 52.66 | 50.65 | |
| TPSNetPre-trained model=SigLIP2026.03 | 51.86 | 49.2 | 45.03 | |
| TPSNetPre-trained model=BLIP2026.03 | 46.59 | 43.68 | 40.04 |