Multimodal Food Classification on Food101 70% missing rate (test)
80.77Text AccuracyAOEPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AOEPTBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 80.77 | 88.86 | 83.24 | 84.29 | |
| MemPromptBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 79.59 | 87.11 | 82.47 | 83.06 | |
| SyPBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 79.56 | 88.67 | 82.45 | 83.56 | |
| RAGPTBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 79.55 | 86.47 | 81.72 | 82.58 | |
| DCPBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 78.87 | 87.32 | 81.87 | 82.69 | |
| MAPsBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 76.52 | 85.64 | 79.12 | 80.43 | |
| LB (CLIP)Backbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 74.12 | 84.79 | 78.87 | 79.26 |