Multimodal Classification on KS
75.41AccuracyCLCR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CLCR2026.02 | 75.41 | 75.32 | |
| ARL2026.02 | 74.09 | 74.01 | |
| GIMLinter=AV, intra ratio (ra, rv)=(0,0)2026.07 | 69.88 | — | |
| MLA2026.02 | 69.62 | 69.98 | |
| MMPareto2026.02 | 69.13 | 69.05 | |
| D&R2026.02 | 69.1 | 69.36 | |
| Grad-Blending2026.02 | 67.31 | 67.68 | |
| OGM-GE2026.02 | 66.35 | 66.76 | |
| AGM2026.02 | 65.61 | 65.99 | |
| PMR2026.02 | 65.01 | 65.13 | |
| ConcatFusion=Concatenation2026.02 | 64.97 | 65.21 | |
| T2DRinter=AV, intra ratio (ra, rv)=(0,0)2026.07 | 62.73 | — | |
| TMDCinter=AV, intra ratio (ra, rv)=(0,0)2026.07 | 60.4 | — | |
| GIMLinter=AV, intra ratio (ra, rv)=(2,2)2026.07 | 58.3 | — | |
| GIMLinter=AV, intra ratio (ra, rv)=(2,5)2026.07 | 58.06 | — | |
| GIMLinter=V, intra ratio (ra, rv)=(–,0)2026.07 | 53.92 | — | |
| only-VisualModality=Visual only2026.02 | 52.36 | 52.67 | |
| only-AcousticModality=Acoustic only2026.02 | 48.67 | 48.89 | |
| GIMLinter=AV, intra ratio (ra, rv)=(5,2)2026.07 | 47.3 | — | |
| TMDCinter=V, intra ratio (ra, rv)=(–,0)2026.07 | 46.43 | — | |
| GIMLinter=A, intra ratio (ra, rv)=(0,–)2026.07 | 45.13 | — | |
| T2DRinter=V, intra ratio (ra, rv)=(–,0)2026.07 | 44.9 | — | |
| TMDCinter=AV, intra ratio (ra, rv)=(2,2)2026.07 | 42.62 | — | |
| T2DRinter=A, intra ratio (ra, rv)=(0,–)2026.07 | 41.21 | — | |
| TMDCinter=A, intra ratio (ra, rv)=(0,–)2026.07 | 38.67 | — | |
| T2DRinter=AV, intra ratio (ra, rv)=(2,2)2026.07 | 36.07 | — | |
| GIMLinter=V, intra ratio (ra, rv)=(–,2)2026.07 | 35.66 | — | |
| TMDCinter=AV, intra ratio (ra, rv)=(2,5)2026.07 | 35.47 | — | |
| GIMLinter=A, intra ratio (ra, rv)=(2,–)2026.07 | 34.89 | — | |
| TMDCinter=AV, intra ratio (ra, rv)=(5,2)2026.07 | 31.5 | — | |
| TMDCinter=A, intra ratio (ra, rv)=(2,–)2026.07 | 28.05 | — | |
| TMDCinter=V, intra ratio (ra, rv)=(–,2)2026.07 | 27.5 | — | |
| T2DRinter=AV, intra ratio (ra, rv)=(2,5)2026.07 | 27.21 | — | |
| T2DRinter=AV, intra ratio (ra, rv)=(5,2)2026.07 | 26.39 | — | |
| T2DRinter=V, intra ratio (ra, rv)=(–,2)2026.07 | 24.61 | — | |
| T2DRinter=A, intra ratio (ra, rv)=(2,–)2026.07 | 21.69 | — |