| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MTL-AQA (test) | C3D-AVG-STL | Spearman Correlation89.6 | 29 | 4d ago | |
| AQA-7 (test) | DAE-CoRe | Diving89.23 | 29 | 4d ago | |
| MTL-AQA | ResNet34-(2+1)D-WD | Spearman Correlation0.9315 | 22 | 4d ago | |
| JIGSAWS | CoRe + GART | Correlation (Suturing)0.84 | 20 | 4d ago | |
| LOGO | CoRe+GOAT | Rho0.5599 | 14 | 4d ago | |
| FS1000 Modality Missing Rate β=10% (supplementary) | SRCC (Avg.)0.9 | 13 | 4d ago | ||
| RG β = 50% | BriMA | SRCC (Ball)0.569 | 12 | 4d ago | |
| RG β = 25% | BriMA | SRCC (Ball)0.592 | 12 | 4d ago | |
| RG β = 10% | BriMA | SRCC Ball0.648 | 12 | 4d ago | |
| FS1000 Modality Missing Rate β=50% (supplementary) | BriMA | SRCC (Avg)0.698 | 12 | 4d ago | |
| FS1000 Modality Missing Rate β=25% (supplementary) | BriMA | SRCC (Avg)0.74 | 12 | 4d ago | |
| JIGSAWS 11 (test) | RICA2 | SRCC (Suturing)0.92 | 11 | 4d ago | |
| FineDiving (test) | RICA2+ | SRCC94.21 | 9 | 4d ago | |
| FineDiving-HM (test) | FineParser | Spearman Correlation0.9435 | 9 | 4d ago | |
| CoT-AFA | EFA | Accuracy81.8 | 7 | 4d ago | |
| FineGym NAE | TPT | Spearman Correlation (ρ)0.764 | 7 | 4d ago | |
| MTL-NAE | TPT | Spearman's Rho0.961 | 7 | 4d ago | |
| MTL-AQA v1 (test) | C3D-AVG-MTL | Spearman Correlation90.44 | 7 | 4d ago | |
| UNLV Dive 16 (test) | C3D-AVG-MTL | Spearman Correlation88.08 | 6 | 4d ago | |
| RG Full Modality | SRCC (Ball)0.826 | 1 | 4d ago |
