Penalty Direction Prediction on Penalty Direction Prediction 3-class
53.1AccuracyMambaKick (MViT CONV)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MambaKick (MViT CONV)Architecture=MViTv1 [6], Best Model=MViT CONV, Reference=MambaKick (Ours)2026.04 | 53.1 | 51 | 43.2 | 42.6 | |
| MambaKick (MViTv2 S)Architecture=MViTv2 [17], Best Model=MViTv2 S, Reference=MambaKick (Ours)2026.04 | 53.1 | 43.2 | 42.7 | 40.8 | |
| MViT CONVArchitecture=MViTv1 [6], Reference=Freire-Obregón et al. [11]2026.04 | 51.9 | 34.4 | 47.1 | 39.7 | |
| MambaKick (Slow NLN 4x16)Architecture=NLN [24], Best Model=Slow NLN 4x16, Reference=MambaKick (Ours)2026.04 | 51.8 | 42.8 | 41.1 | 39.5 | |
| MViTv2 SArchitecture=MViTv2 [17], Reference=Freire-Obregón et al. [11]2026.04 | 51.6 | 35.5 | 45.8 | 40.1 | |
| MambaKick (SlowFast4x16)Architecture=SlowFast [8], Best Model=SlowFast4x16, Reference=MambaKick (Ours)2026.04 | 51 | 44.5 | 39.8 | 37.2 | |
| MambaKick (X3D M)Architecture=X3D [7], Best Model=X3D M, Reference=MambaKick (Ours)2026.04 | 50.5 | 39.5 | 41.6 | 38.7 | |
| MambaKick (Slow8x8)Architecture=Slow [9], Best Model=Slow8x8, Reference=MambaKick (Ours)2026.04 | 50.2 | 45.8 | 41.3 | 39.8 | |
| MambaKick (I3D R50)Architecture=I3D [4], Best Model=I3D R50, Reference=MambaKick (Ours)2026.04 | 49 | 48.8 | 40.8 | 41 | |
| MambaKick (C2D R50)Architecture=C2D [19], Best Model=C2D R50, Reference=MambaKick (Ours)2026.04 | 48.6 | 34.7 | 37.8 | 35 | |
| C2D R50Architecture=C2D [19], Reference=Freire-Obregón et al. [11]2026.04 | 47.1 | 33.1 | 45.6 | 38.4 | |
| Slow8x8Architecture=Slow [9], Reference=Freire-Obregón et al. [11]2026.04 | 46.7 | 28.9 | 45.9 | 35.5 | |
| SlowFast4x16Architecture=SlowFast [8], Reference=Freire-Obregón et al. [11]2026.04 | 46.2 | 33.6 | 46.4 | 39.1 | |
| GK BaselineBest Model=-, Reference=-2026.04 | 46 | 35.3 | 44.2 | 38.4 | |
| X3D MArchitecture=X3D [7], Reference=Freire-Obregón et al. [11]2026.04 | 45.9 | 33.7 | 45.3 | 38.6 | |
| Slow NLN 4x16Architecture=NLN [24], Reference=Freire-Obregón et al. [11]2026.04 | 45.1 | 32.8 | 47.8 | 38.9 | |
| I3D R50Architecture=I3D [4], Reference=Freire-Obregón et al. [11]2026.04 | 45 | 32.7 | 46.3 | 38.3 |