Generic Event Boundary Detection on TAPOS (val)
61.8F1 Score @ 0.05SC-Transformer
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SC-TransformerSupervision=Supervised2024.02 | 61.8 | 69.4 | 72.8 | 74.9 | 76.1 | 76.7 | 77.1 | 77.4 | 77.7 | 78 | 74.2 | |
| DDM-NetSupervision=Supervised2021.12 | 60.4 | 68.1 | 71.5 | 73.5 | 74.7 | 75.3 | 75.7 | 76 | 76.3 | 76.7 | 72.8 | |
| DDM-NetSupervision=Supervised2024.02 | 60.4 | 68.1 | 71.5 | 73.5 | 74.7 | 75.3 | 75.7 | 76 | 76.3 | 76.7 | 72.8 | |
| PCSupervision=Supervised2021.12 | 52.2 | 59.5 | 62.8 | 64.6 | 65.9 | 66.5 | 67.1 | 67.6 | 67.9 | 68.3 | 64.2 | |
| PCSupervision=Supervised2024.02 | 52.2 | 59.5 | 62.8 | 64.7 | 66 | 66.6 | 67.2 | 67.6 | 68 | 68.4 | 64.3 | |
| PCSetting=offline, Supervision=Supervised2026.06 | 52.2 | 59.5 | 62.8 | 64.6 | 65.9 | 66.5 | 67.1 | 67.6 | 67.9 | 68.3 | 64.2 | |
| MiniROAD-BCSetting=online, Supervision=Supervised2026.06 | 42.2 | 47.2 | 50.2 | 52.2 | 53.7 | 54.9 | 55.8 | 56.6 | 57.2 | 57.8 | 52.8 | |
| ESTimatorSetting=online, Supervision=Supervised2026.06 | 39.4 | 45.5 | 49.9 | 53.2 | 55.8 | 57.8 | 59.4 | 60.8 | 61.9 | 62.9 | 54.7 | |
| FlowGEBD (Ensembled)Supervision=Unsupervised, Method Type=Non-parametric2024.02 | 37.5 | 50.2 | 56.9 | 62.4 | 65.8 | 67.7 | 69.5 | 70.3 | 71.1 | 71.7 | 62.3 | |
| TeSTra-BCSetting=online, Supervision=Supervised2026.06 | 36.4 | 41.7 | 45.2 | 47.8 | 49.6 | 51.1 | 52.3 | 53.3 | 54.2 | 55 | 48.7 | |
| PASupervision=Unsupervised2021.12 | 36 | 45.9 | 50.7 | 54.3 | 56.7 | 57.9 | 59.2 | 60.1 | 60.9 | 61.5 | 54.3 | |
| PASupervision=Unsupervised, Method Type=Parametric (neural)2024.02 | 36 | 45.9 | 50.7 | 54.3 | 56.7 | 57.9 | 59.2 | 60.1 | 60.9 | 61.5 | 54.3 | |
| PASetting=offline, Supervision=Unsupervised2026.06 | 36 | 45.9 | 50.7 | 54.3 | 56.7 | 57.9 | 59.2 | 60.1 | 60.9 | 61.5 | 54.3 | |
| PT (Pixel Tracking)Supervision=Unsupervised, Method Type=Non-parametric2024.02 | 35.5 | 48.9 | 56.2 | 61.9 | 65.5 | 67.7 | 69.3 | 70.3 | 71.4 | 72.1 | 61.9 | |
| FN (Flow Normalization)Supervision=Unsupervised, Method Type=Non-parametric2024.02 | 34.6 | 48.7 | 56.2 | 61.9 | 65.8 | 67.8 | 69.5 | 70.6 | 71.5 | 72.2 | 61.8 | |
| TransParserSupervision=Supervised2021.12 | 28.9 | 38.1 | 43.5 | 47.5 | 50 | 51.4 | 52.7 | 53.4 | 54 | 54.5 | 47.4 | |
| TransParserSetting=offline, Supervision=Supervised2026.06 | 28.9 | 38.1 | 43.5 | 47.5 | 50 | 51.4 | 52.7 | 53.4 | 54 | 54.5 | 47.4 | |
| Oad-TR-BCSetting=online, Supervision=Supervised2026.06 | 26.3 | 31.9 | 36.1 | 39.4 | 42.2 | 44.5 | 46.5 | 48.3 | 49.7 | 51 | 41.6 | |
| Surprise-Gated Robot Episodic MemorySetting=online, Supervision=Unsupervised2026.06 | 26 | 33.6 | 37.9 | 41.3 | 43.7 | 45.8 | 47.4 | 48.5 | 49.3 | 49.9 | 42.3 | |
| CTMSupervision=Supervised2021.12 | 24.4 | 31.2 | 33.6 | 35.1 | 36.1 | 36.9 | 37.4 | 38.1 | 38.3 | 38.5 | 35 | |
| CTMSetting=offline, Supervision=Supervised2026.06 | 24.4 | 31.2 | 33.6 | 35.1 | 36.1 | 36.9 | 37.4 | 38.1 | 38.3 | 38.5 | 35 | |
| TCNSupervision=Supervised2021.12 | 23.7 | 31.2 | 33.1 | 33.9 | 34.2 | 34.4 | 34.7 | 34.8 | 34.8 | 34.8 | 33 | |
| TCNSetting=offline, Supervision=Supervised2026.06 | 23.7 | 31.2 | 33.1 | 33.9 | 34.2 | 34.4 | 34.7 | 34.8 | 34.8 | 34.8 | 33 | |
| Sim-On-BCSetting=online, Supervision=Supervised2026.06 | 22.5 | 26.9 | 30.3 | 32.9 | 35 | 36.7 | 38.1 | 39.4 | 40.5 | 41.5 | 34.4 | |
| PA - RandomSupervision=Unsupervised2021.12 | 15.8 | 23.3 | 27.3 | 31 | 33.1 | 34.7 | 35.7 | 36.9 | 37.6 | 38.4 | 31.4 | |
| PA - RandomSupervision=Unsupervised, Method Type=Parametric (neural)2024.02 | 15.8 | 23.3 | 27.3 | 31 | 33.1 | 34.7 | 35.7 | 36.9 | 37.6 | 38.4 | 31.4 | |
| PA-RandomSetting=offline, Supervision=Unsupervised2026.06 | 15.8 | 23.3 | 27.3 | 31 | 33.1 | 34.7 | 35.7 | 36.9 | 37.6 | 38.4 | 31.4 | |
| ISBASupervision=Supervised2021.12 | 10.6 | 17 | 22.7 | 26.5 | 29.8 | 32.6 | 34.8 | 36.9 | 38.2 | 39.6 | 30.2 | |
| ISBASetting=offline, Supervision=Supervised2026.06 | 10.6 | 17 | 22.7 | 26.5 | 29.8 | 32.6 | 34.8 | 34.8 | 34.8 | 34.8 | 33 | |
| SceneDetectSupervision=Unsupervised2021.12 | 3.5 | 4.5 | 4.7 | 5.1 | 5.3 | 5.4 | 5.5 | 5.6 | 5.7 | 5.8 | 5.1 | |
| SceneDetectSupervision=Unsupervised, Method Type=Non-parametric2024.02 | 3.5 | 4.5 | 4.7 | 5.1 | 5.3 | 5.4 | 5.5 | 5.6 | 5.7 | 5.8 | 5.1 | |
| SceneDetectSetting=offline, Supervision=Unsupervised2026.06 | 3.5 | 4.5 | 4.7 | 5.1 | 5.3 | 5.4 | 5.5 | 5.6 | 5.7 | 5.8 | 5.1 |