Relevance Score Detection on BanglaMemeEvidence
75AccuracySwin Transformer+mBERT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Swin Transformer+mBERTApproach=Early Fusion2026.07 | 75 | 68 | 73 | 71 | |
| Swift+DistilBERTApproach=Early Fusion2026.07 | 75 | 72 | 67 | 70 | |
| SwiftFormer+mBERTApproach=Early Fusion2026.07 | 74 | 65 | 73 | 69 | |
| Swin+XLMApproach=Early Fusion2026.07 | 74 | 72 | 67 | 69 | |
| Swift+XLMApproach=Early Fusion2026.07 | 74 | 65 | 72 | 69 | |
| BengaliMemeEvidenceNetApproach=Late Fusion2026.07 | 74 | 75 | 73 | 74 | |
| ViT+DistilBERTApproach=Late Fusion2026.07 | 73 | 74 | 72 | 73 | |
| PoolFormer+mBERTApproach=Early Fusion2026.07 | 72 | 75 | 70 | 72 | |
| PoolFormer+XLMApproach=Early Fusion2026.07 | 72 | 74 | 66 | 70 | |
| SwiftFormer+mBERTApproach=Late Fusion2026.07 | 72 | 73 | 71 | 72 | |
| Swin Transformer+XLMApproach=Late Fusion2026.07 | 71 | 70 | 72 | 71 | |
| SwiftFormer+DistilBERTApproach=Late Fusion2026.07 | 71 | 69 | 73 | 71 | |
| PoolFormer+mBERTApproach=Late Fusion2026.07 | 70 | 71 | 69 | 70 | |
| Swin Transformer+mBERTApproach=Late Fusion2026.07 | 69 | 68 | 70 | 69 | |
| ViT+XLMApproach=Early Fusion2026.07 | 68 | 68 | 66 | 67 | |
| ViT+mBERTApproach=Late Fusion2026.07 | 68 | 72 | 65 | 68 | |
| SwiftFormer+XLMApproach=Late Fusion2026.07 | 68 | 69 | 67 | 68 | |
| ViT+mBERTApproach=Early Fusion2026.07 | 67 | 65 | 66 | 66 | |
| ViT+XLMApproach=Late Fusion2026.07 | 67 | 72 | 65 | 67 | |
| ViT+DistilBERTApproach=Early Fusion2026.07 | 66 | 71 | 66 | 68 | |
| Swin Transformer+DistilBERTApproach=Late Fusion2026.07 | 66 | 67 | 64 | 65 | |
| Swin+DistilBERTApproach=Early Fusion2026.07 | 65 | 65 | 74 | 69 | |
| Pool+DistilBERTApproach=Early Fusion2026.07 | 65 | 68 | 71 | 70 | |
| PoolFormer+DistilBERTApproach=Late Fusion2026.07 | 65 | 64 | 66 | 65 |