Image-Text Classification on IRFL
98.8AccuracyFACTORCL-SUP
Evaluation results
| Method | Links | |
|---|---|---|
| FACTORCL-SUPEvaluation Protocol=Continued pre-training2023.06 | 98.8 | |
| FACTORCL-SUPEvaluation Protocol=Continued pre-training2023.06 | 98.3 | |
| CLIPEvaluation Protocol=Fine-tuned2023.06 | 96.4 | |
| CLIPEvaluation Protocol=Fine-tuned2023.06 | 96.39 | |
| Cross+SelfEvaluation Protocol=Continued pre-training2023.06 | 95.18 | |
| FACTORCL-SSLEvaluation Protocol=Continued pre-training, Augmentation Strategy=Joint multimodal2023.06 | 95.18 | |
| FACTORCL-SSLEvaluation Protocol=Continued pre-training2023.06 | 93.8 | |
| FACTORCL-IndAugEvaluation Protocol=Continued pre-training, Augmentation Strategy=Separate unimodal2023.06 | 92.77 | |
| SimCLREvaluation Protocol=Continued pre-training2023.06 | 91.6 | |
| FACTORCL-IndAugEvaluation Protocol=Continued pre-training2023.06 | 91.6 | |
| SimCLREvaluation Protocol=Continued pre-training2023.06 | 91.57 | |
| Cross+SelfEvaluation Protocol=Continued pre-training2023.06 | 91.1 | |
| CLIPEvaluation Protocol=Zero-shot2023.06 | 89.2 | |
| SupConEvaluation Protocol=Continued pre-training2023.06 | 89.16 | |
| CLIPEvaluation Protocol=Zero-shot2023.06 | 89.15 | |
| SupConEvaluation Protocol=Continued pre-training2023.06 | 87.7 |