Humanitarian classification on CrisisMMD (test)
83.4Macro F1FCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| FCLIPModality=T+I2026.03 | 83.4 | |
| VLTCrisisModality=T+I2026.03 | 82.2 | |
| IncBERTModality=T+I2026.03 | 80.4 | |
| GPT4Modality=T+I2026.03 | 67.3 | |
| LLORAModality=Text (T)2026.03 | 66 | |
| FMLSModality=T+I2026.03 | 65.1 | |
| RACLCModality=Text (T)2026.03 | 64 | |
| VCNNModality=T+I2026.03 | 63.3 | |
| JOMTModality=Text (T)2026.03 | 63 | |
| SCNNModality=Image (I)2026.03 | 63 | |
| VGGIModality=Image (I)2026.03 | 62.3 | |
| DNETModality=Image (I)2026.03 | 60.5 | |
| RNETModality=Image (I)2026.03 | 59.5 | |
| CNNTModality=Text (T)2026.03 | 47 |