Multimodal Food Classification on Food101 90% missing rate (test)
77.47Text AccuracyAOEPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AOEPTBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 77.47 | 87.03 | 81.67 | 82.06 | |
| RAGPTBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 76.62 | 86.24 | 79.61 | 80.82 | |
| SyPBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 76.33 | 86.41 | 81.03 | 81.26 | |
| DCPBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 75.26 | 85.78 | 79.87 | 80.3 | |
| MAPsBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 73.16 | 82.14 | 76.58 | 77.29 | |
| MemPromptBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 73.02 | 86.11 | 78.05 | 79.06 | |
| LB (CLIP)Backbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 67.22 | 82.12 | 72.13 | 73.82 |