Multi-label Multimodal Classification on MM-IMDb 70% missing rate (test)
51.5Text F1 (Macro)AOEPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AOEPTBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 51.5 | 54.86 | 53.31 | 53.22 | |
| DCPBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 49.99 | 52.77 | 50.7 | 51.15 | |
| SyPBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 49.68 | 53.19 | 52.77 | 51.88 | |
| MemPromptBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 49.55 | 52.83 | 50.4 | 50.93 | |
| MAPsBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 49.17 | 51.82 | 50.09 | 50.36 | |
| RAGPTBackbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 49.02 | 51.52 | 49.96 | 50.17 | |
| LB (CLIP)Backbone=CLIP ViT-B/16, Missing Rate=70%2026.05 | 47.22 | 51.32 | 49.53 | 49.36 |