Video Classification on TRUS video dataset (patient-level 5-fold cross-val)
86.22AccuracyHFS-TriNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HFS-TriNet2026.04 | 86.22 | 77.66 | 82.26 | 93.79 | 65.92 | 97.2 | |
| I3D2026.04 | 70.77 | 54.25 | 67.42 | 62.42 | 47.98 | 83.77 | |
| TPN2026.04 | 65.18 | 15.08 | 53.1 | 66.95 | 9.06 | 97.43 | |
| SlowOnly2026.04 | 64.93 | 24.71 | 48.07 | 55.84 | 16.32 | 92.99 | |
| TANet2026.04 | 64.49 | 10.77 | 51.27 | 62.39 | 6.56 | 97.72 | |
| Text4Vis2026.04 | 64.01 | 61.49 | 40.93 | 50.07 | 79.03 | 54.8 | |
| Swim2026.04 | 63.97 | 3.06 | 15.47 | 97.52 | 1.96 | 99.29 | |
| TRN2026.04 | 63.69 | 2.25 | 43.04 | 96.04 | 1.86 | 94.27 | |
| MViT2026.04 | 63.69 | 2.27 | 57.88 | 2.04 | 1.85 | 99.28 | |
| TSN2026.04 | 63.18 | 2.59 | 27.07 | 26.23 | 1.98 | 98.11 | |
| SlowFast2026.04 | 62.99 | 16.46 | 43.87 | 45.03 | 10.37 | 93.27 | |
| Mult2026.04 | 46.51 | 33.74 | 38.23 | 31.09 | 37.41 | 51.73 | |
| MANet2026.04 | 43.52 | 6.29 | 34.02 | 7.94 | 6.58 | 62.92 |