Multimodal Image-Text Classification on Food101
86.5Top-1 AccuracyRL-MBA
Evaluation Results
| Method | Links | |
|---|---|---|
| RL-MBALabelled samples=3,000, Percentage of training set=6.6%2026.03 | 86.5 | |
| BMMALLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 86.09 | |
| GCNALLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 85.1 | |
| DeepFoolLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 85 | |
| EntropyLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 84.8 | |
| RandomLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 84.7 | |
| BALDLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 84.5 | |
| CoreSetLabelled samples=3,000, Percentage of training set=6.6%2026.03 | 84.22 | |
| BADGELabelled samples=3,000, Percentage of training set=6.6%2026.03 | 84.2 |