Temporal Action Localization on THUMOS 2014 (test)
56.16mAP (theta=0.5)MUSES
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MUSESSetup Id=3, Architecture=MUSES, Visual Features=I3D, fusion scheme=encoding, fusion type=Concat2021.06 | 56.16 | — | — | — | — | — | — | — | — | — | 57.18 | |
| PGCNSetup Id=2, Architecture=PGCN, Visual Features=TSP, fusion scheme=encoding, fusion type=AvgTrim2021.06 | 53.5 | — | — | — | — | — | — | — | — | — | 53.96 | |
| GTADSetup Id=1, Architecture=GTAD, Visual Features=TSN, fusion scheme=encoding, fusion type=Concat2021.06 | 40.2 | — | — | — | — | — | — | — | — | — | 42.01 | |
| Zhao et al.Supervision=Fully supervised2017.12 | 29.8 | — | 66 | 59.4 | 51.9 | 41 | — | — | — | — | — | |
| Xu et al.Supervision=Fully supervised2017.12 | 28.9 | — | 54.5 | 51.5 | 44.8 | 35.6 | — | — | — | — | — | |
| Shou et al.Supervision=Fully supervised, Reference=[27]2017.12 | 23.3 | — | — | — | 40.1 | 29.4 | 13.1 | 7.9 | — | — | — | |
| CDC3D ConvNets weights=fine-tuned, proposal_method=S-CNN2017.03 | 23.3 | — | — | — | 40.1 | 29.4 | 13.1 | 7.9 | — | — | — | |
| Conv & De-convproposal_method=S-CNN2017.03 | 22.4 | — | — | — | 38.6 | 28.2 | 12 | 7.5 | — | — | — | |
| CDC (fix 3D ConvNets)3D ConvNets weights=fixed, proposal_method=S-CNN2017.03 | 20.4 | — | — | — | 36.9 | 26.2 | 11.3 | 6.8 | — | — | — | |
| Alwassel et al.Supervision=Fully supervised2017.12 | 19.8 | — | 49.6 | 44.3 | 38.1 | 28.4 | — | — | — | — | — | |
| C3D + LinearInterpproposal_method=S-CNN2017.03 | 19.6 | — | — | — | 36 | 26.4 | 11.1 | 6.6 | — | — | — | |
| Shou et al.Supervision=Fully supervised, Reference=[28]2017.12 | 19 | — | 47.7 | 43.5 | 36.3 | 28.7 | 10.3 | 5.3 | — | — | — | |
| S-CNNalpha=0.252016.01 | 19 | — | 47.7 | 43.5 | 36.3 | 28.7 | — | — | — | — | — | |
| S-CNN2017.03 | 19 | — | — | — | 36.3 | 28.7 | 10.3 | 5.3 | — | — | — | |
| Yuan et al.Supervision=Fully supervised, Reference=[47]2017.12 | 18.8 | — | 51.4 | 42.6 | 33.6 | 26.1 | — | — | — | — | — | |
| Yuan et al.2017.03 | 18.8 | — | — | — | 33.6 | 26.1 | — | — | — | — | — | |
| Yuan et al.Supervision=Fully supervised, Reference=[48]2017.12 | 17.8 | — | 51 | 45.2 | 36.5 | 27.8 | — | — | — | — | — | |
| Yeung et al.Supervision=Fully supervised2017.12 | 17.1 | — | 48.9 | 44 | 36 | 26.4 | — | — | — | — | — | |
| Yeung et al.2017.03 | 17.1 | — | — | — | 36 | 26.4 | — | — | — | — | — | |
| STPNSupervision=Weakly supervised2017.12 | 16.9 | — | 52 | 44.7 | 35.5 | 25.8 | 9.9 | 4.3 | 1.2 | 0.1 | — | |
| STPN with UntrimmedNet featuresSupervision=Weakly supervised, Backbone Features=UntrimmedNet2017.12 | 16.2 | — | 45.3 | 38.8 | 31.1 | 23.5 | 9.8 | 5.1 | 2 | 0.3 | — | |
| Richard et al.Supervision=Fully supervised2017.12 | 15.2 | — | 39.7 | 35.7 | 30 | 23.2 | — | — | — | — | — | |
| Richard and Gall2017.03 | 15.2 | — | — | — | 30 | 23.2 | — | — | — | — | — | |
| Oneata et al.2016.01 | 15 | — | 39.8 | 36.2 | 28.8 | 21.8 | — | — | — | — | — | |
| Oneata et al.2017.03 | 15 | — | — | — | 28.8 | 21.8 | 8.5 | 3.2 | — | — | — | |
| Escorcia et al.Supervision=Fully supervised2017.12 | 13.9 | — | — | — | — | — | — | — | — | — | — | |
| Escorcia et al.2017.03 | 13.9 | — | — | — | — | — | — | — | — | — | — | |
| Wang et al.Supervision=Weakly supervised2017.12 | 13.7 | — | 44.4 | 37.7 | 28.2 | 21.1 | — | — | — | — | — | |
| Heilbron et al.Supervision=Fully supervised2017.12 | 13.5 | — | — | — | — | — | — | — | — | — | — | |
| Heilbron et al.2017.03 | 13.5 | — | — | — | — | — | — | — | — | — | — | |
| Wang et al.2016.01 | 8.5 | — | 19.2 | 17.8 | 14.6 | 12.1 | — | — | — | — | — | |
| Wang et al.2017.03 | 8.5 | — | — | — | 14.6 | 12.1 | 4.7 | 1.5 | — | — | — | |
| Singh & LeeSupervision=Weakly supervised2017.12 | 6.8 | — | 36.4 | 27.8 | 19.5 | 12.7 | — | — | — | — | — | |
| Karaman et al.2016.01 | 0.2 | — | 1.5 | 0.9 | 0.5 | 0.3 | — | — | — | — | — | |
| Karaman et al.2017.03 | 0.2 | — | — | — | 0.5 | 0.3 | 0.2 | 0.1 | — | — | — |