Multi-label Multimodal Classification on MM-IMDb 90% missing rate (test)
50.54Text F1-MAOEPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AOEPTBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 50.54 | 53.89 | 49.91 | 51.45 | |
| SyPBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 48.86 | 51.06 | 48.82 | 49.58 | |
| MAPsBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 48.44 | 50.15 | 47.08 | 48.56 | |
| DCPBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 48.4 | 51.79 | 48.23 | 49.47 | |
| RAGPTBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 48.4 | 51.79 | 48.23 | 49.47 | |
| MemPromptBackbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 48.2 | 51.27 | 48.8 | 49.42 | |
| LB (CLIP)Backbone=CLIP ViT-B/16, Missing Rate=90%2026.05 | 45.66 | 49.28 | 46.02 | 46.99 |