Face Matching (Sketch-to-Photo) on CUFSF (test)
0.47Rank-1 RatePS2-MAN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PS2-MANFeature Extraction=LBP, Distance Metric=Cosine distance2017.10 | 0.47 | — | — | — | — | |
| Pix2PixFeature Extraction=LBP, Distance Metric=Cosine distance2017.10 | 0.37 | — | — | — | — | |
| DualGANFeature Extraction=LBP, Distance Metric=Cosine distance2017.10 | 0.35 | — | — | — | — | |
| ResNet50_Bunny-v1.1-4B_Prompt3Vision Backbone=ResNet50, MLLM=Bunny-v1.1-4B, Prompt=Prompt32026.06 | 0.253 | 0.384 | 0.66 | 0.762 | 0.89 | |
| CycleGANFeature Extraction=LBP, Distance Metric=Cosine distance2017.10 | 0.25 | — | — | — | — | |
| ResNet50_DeepSeek-VL2-tiny_Prompt1Vision Backbone=ResNet50, MLLM=DeepSeek-VL2-tiny, Prompt=Prompt12026.06 | 0.233 | 0.364 | 0.625 | 0.73 | 0.873 | |
| ResNet50_Bunny-v1.1-4B_Prompt1Vision Backbone=ResNet50, MLLM=Bunny-v1.1-4B, Prompt=Prompt12026.06 | 0.232 | 0.357 | 0.625 | 0.758 | 0.887 | |
| ResNet50 (Base)Vision Backbone=ResNet50, Configuration=Base2026.06 | 0.23 | 0.353 | 0.615 | 0.748 | 0.865 | |
| ResNet50_Qwen2-VL-2B_Prompt3Vision Backbone=ResNet50, MLLM=Qwen2-VL-2B, Prompt=Prompt32026.06 | 0.21 | 0.333 | 0.598 | 0.742 | 0.882 |