Human Activity Recognition on DailySport
93.64F1 ScoreRALIS
Evaluation Results
| Method | Links | |
|---|---|---|
| RALISNo. views=52026.02 | 93.64 | |
| CMC*No. views=52026.02 | 92.05 | |
| RALISNo. views=≤ 5, Missing views training=true2026.02 | 91.25 | |
| COCOA*No. views=52026.02 | 90.68 | |
| RALISNo. views=32026.02 | 90.54 | |
| FuseMoENo. views=52026.02 | 90.13 | |
| ShaSpecNo. views=52026.02 | 88.58 | |
| FlexMoENo. views=52026.02 | 88.4 | |
| CMC*No. views=≤ 5, Missing views training=true2026.02 | 87.69 | |
| FuseMoENo. views=≤ 5, Missing views training=true2026.02 | 87.62 | |
| RALISNo. views=<= 52026.02 | 87.57 | |
| RALIS (-sep. load)No. views=<= 52026.02 | 87.52 | |
| RALISNo. views=≤ 3, Missing views training=true2026.02 | 87.26 | |
| ShaSpecNo. views=≤ 5, Missing views training=true2026.02 | 87.25 | |
| COCOA*No. views=≤ 5, Missing views training=true2026.02 | 87.04 | |
| CMC*No. views=32026.02 | 87.03 | |
| RALIS (-mag. norm)No. views=<= 52026.02 | 86.9 | |
| RALIS (-stop grad)No. views=<= 52026.02 | 86.75 | |
| FlexMoENo. views=≤ 5, Missing views training=true2026.02 | 86.71 | |
| RALIS (-attention)No. views=<= 52026.02 | 86.6 | |
| COCOA*No. views=32026.02 | 86.31 | |
| RALIS (-MoE)No. views=<= 52026.02 | 86 | |
| RALIS (-ind. view)No. views=<= 52026.02 | 85.97 | |
| RALIS (+full graph)No. views=<= 52026.02 | 85.97 | |
| CMC*No. views=<= 52026.02 | 85.66 | |
| COCOA*No. views=<= 52026.02 | 84.23 | |
| RALIS (-contrast)No. views=<= 52026.02 | 83.99 | |
| FuseMoENo. views=<= 52026.02 | 83.97 | |
| FlexMoENo. views=<= 52026.02 | 83.62 | |
| RALISNo. views=<= 32026.02 | 83.55 | |
| RALIS (-sep. load)No. views=<= 32026.02 | 83.44 | |
| CMC*No. views=≤ 3, Missing views training=true2026.02 | 82.72 | |
| RALIS (-stop grad)No. views=<= 32026.02 | 82.44 | |
| RALIS (-attention)No. views=<= 32026.02 | 82.42 | |
| RALIS (-MoE)No. views=<= 32026.02 | 82 | |
| RALIS (-mag. norm)No. views=<= 32026.02 | 81.56 | |
| COCOA*No. views=≤ 3, Missing views training=true2026.02 | 81.54 | |
| ShaSpecNo. views=<= 52026.02 | 81.51 | |
| RALIS (-ind. view)No. views=<= 32026.02 | 81.03 | |
| RALIS (+full graph)No. views=<= 32026.02 | 80.97 | |
| CMC*No. views=<= 32026.02 | 80.81 | |
| RALISNo. views=12026.02 | 80.56 | |
| RALISNo. views=1, Missing views training=true2026.02 | 79.68 | |
| RALIS (-contrast)No. views=<= 32026.02 | 79.38 | |
| ShaSpecNo. views=≤ 3, Missing views training=true2026.02 | 78.63 | |
| COCOA*No. views=<= 32026.02 | 78.5 | |
| RALISNo. views=12026.02 | 77.4 | |
| CMC*No. views=12026.02 | 77.09 | |
| FuseMoENo. views=≤ 3, Missing views training=true2026.02 | 76.46 | |
| RALIS (-sep. load)No. views=12026.02 | 76.36 | |
| FlexMoENo. views=<= 32026.02 | 75.94 | |
| FuseMoENo. views=<= 32026.02 | 75.62 | |
| RALIS (-MoE)No. views=12026.02 | 75.47 | |
| RALIS (-stop grad)No. views=12026.02 | 75.47 | |
| RALIS (-attention)No. views=12026.02 | 75.44 | |
| COCOA*No. views=12026.02 | 75.26 | |
| ShaSpecNo. views=32026.02 | 74.46 | |
| CMC*No. views=1, Missing views training=true2026.02 | 74.24 | |
| ShaSpecNo. views=<= 32026.02 | 74.17 | |
| FlexMoENo. views=≤ 3, Missing views training=true2026.02 | 73.72 | |
| RALIS (+full graph)No. views=12026.02 | 73.7 | |
| CMC*No. views=12026.02 | 73.66 | |
| RALIS (-mag. norm)No. views=12026.02 | 73.14 | |
| RALIS (-ind. view)No. views=12026.02 | 71.92 | |
| RALIS (-contrast)No. views=12026.02 | 71.64 | |
| COCOA*No. views=1, Missing views training=true2026.02 | 70.98 | |
| FuseMoENo. views=32026.02 | 70.68 | |
| COCOA*No. views=12026.02 | 70.27 | |
| FlexMoENo. views=12026.02 | 62.42 | |
| ShaSpecNo. views=12026.02 | 62.37 | |
| ShaSpecNo. views=1, Missing views training=true2026.02 | 61.77 | |
| FuseMoENo. views=12026.02 | 60.65 | |
| FlexMoENo. views=32026.02 | 58.52 | |
| FuseMoENo. views=1, Missing views training=true2026.02 | 49.06 | |
| FlexMoENo. views=1, Missing views training=true2026.02 | 40.68 | |
| ShaSpecNo. views=12026.02 | 35.42 | |
| FuseMoENo. views=12026.02 | 24.21 | |
| FlexMoENo. views=12026.02 | 12.13 |