Long-form Video Classification on LVU
71.2Relation AccuracyMovies2Scenes
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Movies2Scenes2024.08 | 71.2 | 42.2 | 68.2 | 70.9 | 57.8 | 55.9 | 53.7 | 60 | |
| HERMES2024.08 | 67.6 | 47.5 | 90 | 82.6 | 69.5 | 77.2 | 57.7 | 70.3 | |
| S52024.08 | 67.1 | 42.1 | 73.5 | 67.3 | 65.4 | 51.3 | 48 | 59.2 | |
| TranS4mer2022.12 | 59.52 | 39.21 | 70.93 | 63.86 | 55.85 | 46.93 | 45.45 | — | |
| TranS4mer2024.08 | 59.5 | 39.2 | 70.9 | 63.9 | 55.9 | 46.9 | 45.5 | 54.5 | |
| MA-LMM2024.08 | 58.2 | 44.8 | 80.3 | 74.6 | 61 | 70.4 | 51.9 | 63 | |
| ViS4mer2022.12 | 57.14 | 40.79 | 67.44 | 62.61 | 54.71 | 48.8 | 44.75 | — | |
| VIS4mer2024.08 | 57.1 | 40.8 | 67.4 | 62.6 | 54.7 | 48.8 | 44.8 | 53.7 | |
| Obj. Transformer2024.08 | 53.1 | 39.4 | 56.9 | 52.1 | 54.6 | 34.5 | 39.1 | 47.1 | |
| ObjTrans.2022.12 | 53.1 | 39.4 | 56.9 | 51.2 | 54.6 | 34.5 | 39.1 | — |