Movie Scene Segmentation on MovieNet 1.0 (test)
60.78APTranS4mer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TranS4merEvaluation Protocol=Supervised, Memory (GB)=10.13, Samples/s=2.572022.12 | 60.78 | 51.91 | 91.89 | 48.36 | |
| Vanilla S4Evaluation Protocol=Supervised, Memory (GB)=15.62, Samples/s=1.832022.12 | 59.71 | 51.32 | 90.96 | 47.85 | |
| TimeSformerEvaluation Protocol=Supervised, Memory (GB)=28.12, Samples/s=1.472022.12 | 59.62 | 50.75 | 90.66 | 48.02 | |
| TransformerEvaluation Protocol=Supervised, Memory (GB)=30.28, Samples/s=1.272022.12 | 58.81 | 51.21 | 90.84 | 47.88 | |
| BaSSLEvaluation Protocol=Supervised, Memory (GB)=34.28, Samples/s=0.962022.12 | 57.4 | 50.69 | 90.54 | 47.02 | |
| ViS4merEvaluation Protocol=Supervised2022.12 | 55.13 | 48.27 | 88.74 | 46.15 | |
| ShotCoLEvaluation Protocol=Supervised, Memory (GB)=34.28, Samples/s=0.962022.12 | 53.4 | — | — | — | |
| LGSSEvaluation Protocol=Supervised2022.12 | 47.1 | 48.8 | — | — | |
| MS-LSTMEvaluation Protocol=Supervised2022.12 | 46.5 | 46.2 | — | — | |
| SiameseEvaluation Protocol=Supervised2022.12 | 35.8 | 39.6 | — | — | |
| TranS4merEvaluation Protocol=Unsupervised, Memory (GB)=10.13, Samples/s=2.572022.12 | 34.45 | 39.6 | 73.25 | 33.41 | |
| GroupingEvaluation Protocol=Unsupervised2022.12 | 33.6 | 37.2 | — | — | |
| Vanilla S4Evaluation Protocol=Unsupervised, Memory (GB)=15.62, Samples/s=1.832022.12 | 33.34 | 38.12 | 71.86 | 32.21 | |
| TimeSformerEvaluation Protocol=Unsupervised, Memory (GB)=28.12, Samples/s=1.472022.12 | 32.47 | 37.76 | 70.95 | 31.45 | |
| TransformerEvaluation Protocol=Unsupervised, Memory (GB)=30.28, Samples/s=1.272022.12 | 32.16 | 37.24 | 70.23 | 31.24 | |
| BaSSLEvaluation Protocol=Unsupervised, Memory (GB)=34.28, Samples/s=0.962022.12 | 31.55 | 39.36 | 71.67 | 32.55 | |
| Story GraphEvaluation Protocol=Unsupervised2022.12 | 25.1 | 35.7 | — | — | |
| DPEvaluation Protocol=Unsupervised2022.12 | 15.5 | 32 | — | — | |
| SCSAEvaluation Protocol=Unsupervised2022.12 | 14.7 | 30.5 | — | — | |
| GraphCutEvaluation Protocol=Unsupervised2022.12 | 14.1 | 29.7 | — | — |