| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CASIA-SURF (test) | MMANet | ACER0.87 | 56 | 1mo ago | |
| MVSA (test) | MLA | Accuracy (%)79.94 | 48 | 1mo ago | |
| KS (test) | MLA | Accuracy71.35 | 48 | 1mo ago | |
| FOOD101 UPMC (train test) | TAHCD | Accuracy94.2 | 36 | 1mo ago | |
| CUB (train test) | TAHCD | Accuracy0.938 | 36 | 1mo ago | |
| ROSMAP (train test) | TAHCD | Accuracy87.7 | 36 | 1mo ago | |
| BRCA (train test) | TAHCD | Accuracy85.6 | 36 | 1mo ago | |
| Conflict-NYUD (test) | C2DPC | Accuracy64.22 | 32 | 19d ago | |
| Conflict-AV-MNIST (test) | C2DPC | Accuracy99.61 | 32 | 19d ago | |
| Kinetics-Sounds (test) | PDMP | Multimodal Accuracy72.18 | 30 | 10d ago | |
| CREMA-D | CLCR | Accuracy77.92 | 28 | 17d ago | |
| MST Missing Modalities | ModDrop | Accuracy100 | 28 | 1mo ago | |
| UPMC Food-101 (test) | MMBT* | Accuracy94.1 | 28 | 1mo ago | |
| CREMA-D (test) | PDMP | Multi Accuracy80.21 | 25 | 10d ago | |
| AVE (test) | PDMP | Multi Acc71.28 | 25 | 10d ago | |
| Symile | Coupled Mamba | AUROC0.6603 | 24 | 1mo ago | |
| HAIM | LMF | AUROC0.7181 | 24 | 1mo ago | |
| CeFA (test) | MMANet | ACER22.87 | 24 | 1mo ago | |
| INSPECT | Coupled Mamba | AUROC65.8 | 22 | 1mo ago | |
| SNLI-VE (test) | ALBEF+VAWI+SBS | Accuracy81.64 | 22 | 1mo ago | |
| UKB | MMPareto | AUROC0.8054 | 21 | 1mo ago | |
| UR-FUNNY | ConFu | Accuracy64.9 | 21 | 12d ago | |
| N24News (test) | Scalable Diffusion Model | Accuracy71.7 | 21 | 1mo ago | |
| Hateful Memes | MMICL | Overall Score64.6 | 17 | 1mo ago | |
| CrisisMMD | MG2-RAG | BC Accuracy72.33 | 16 | 10d ago |
