Multimodal Action Recognition on UCF101
85.01AccuracyDMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DMILBackbone=ResNet182026.06 | 85.01 | — | 90.53 | |
| PDMP2026.04 | 83.65 | 82.08 | — | |
| EnsembleBackbone=ResNet182026.06 | 83.63 | — | 89.77 | |
| MLBBackbone=ResNet182026.06 | 83.25 | — | 89.53 | |
| MCRBackbone=ResNet182026.06 | 82.81 | — | 88.93 | |
| MMMLBackbone=ResNet182026.06 | 82.23 | — | 88.5 | |
| D&R2026.04 | 82.11 | 80.87 | — | |
| MLA2026.04 | 82.01 | 81.22 | — | |
| MMPareto2026.04 | 81.98 | 80.64 | — | |
| Grad-Blending2026.04 | 81.73 | 80.84 | — | |
| AGM2026.04 | 81.55 | 80.36 | — | |
| MMIBBackbone=ResNet182026.06 | 81.52 | — | 88.09 | |
| FCLBackbone=ResNet182026.06 | 81.47 | — | 88.31 | |
| PMR2026.04 | 81.36 | 80.37 | — | |
| OGM-GE2026.04 | 81.15 | 80.36 | — | |
| QMFBackbone=ResNet182026.06 | 80.63 | — | 85.67 | |
| Concatenation2026.04 | 80.41 | 79.4 | — | |
| I2M2Backbone=ResNet182026.06 | 80.02 | — | 86.24 | |
| OGMBackbone=ResNet182026.06 | 79.94 | — | 86.32 | |
| AGMBackbone=ResNet182026.06 | 79.52 | — | 86.26 | |
| MMTMBackbone=ResNet182026.06 | 79.4 | — | 85.57 | |
| JointBackbone=ResNet182026.06 | 79.33 | — | 86.66 | |
| PMRBackbone=ResNet182026.06 | 79.18 | — | 85.53 |