Video Classification on Sports-1M (test)
92.6Hit@1 Accuracyir-CSN-152
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ir-CSN-152Classifier=ir-CSN-152, Sampling Strategy=Oracle, Number of clips=K2019.04 | 92.6 | — | |
| R(2+1)D-34Classifier=R(2+1)D-34, Sampling Strategy=Oracle, Number of clips=K2019.04 | 88.4 | — | |
| R(2+1)D-18Classifier=R(2+1)D-18, Sampling Strategy=Oracle, Number of clips=K2019.04 | 87 | — | |
| MC3-18Classifier=MC3-18, Sampling Strategy=Oracle, Number of clips=K2019.04 | 85.1 | — | |
| R3D-18Classifier=R3D-18, Sampling Strategy=Oracle, Number of clips=K2019.04 | 85 | — | |
| ir-CSN-152Classifier=ir-CSN-152, Sampling Strategy=SCSampler, Number of clips=K2019.04 | 84 | 0.9 | |
| R(2+1)D-34Classifier=R(2+1)D-34, Sampling Strategy=SCSampler, Number of clips=K2019.04 | 78 | 0.9 | |
| ir-CSN-152Classifier=ir-CSN-152, Sampling Strategy=Dense, Number of clips=all2019.04 | 77 | 14 | |
| ir-CSN-152Classifier=ir-CSN-152, Sampling Strategy=Empirical, Number of clips=K2019.04 | 76.2 | 0.5 | |
| ir-CSN-152Classifier=ir-CSN-152, Sampling Strategy=Uniform, Number of clips=K2019.04 | 75.8 | 0.5 | |
| ir-CSN-152Classifier=ir-CSN-152, Sampling Strategy=Random, Number of clips=K2019.04 | 75.3 | 0.5 | |
| R(2+1)D-18Classifier=R(2+1)D-18, Sampling Strategy=SCSampler, Number of clips=K2019.04 | 73.9 | 0.8 | |
| MC3-18Classifier=MC3-18, Sampling Strategy=SCSampler, Number of clips=K2019.04 | 72.8 | 0.8 | |
| R(2+1)D-34Classifier=R(2+1)D-34, Sampling Strategy=Empirical, Number of clips=K2019.04 | 72 | 0.6 | |
| R(2+1)D-34Classifier=R(2+1)D-34, Sampling Strategy=Uniform, Number of clips=K2019.04 | 71.5 | 0.6 | |
| R(2+1)D-34Classifier=R(2+1)D-34, Sampling Strategy=Random, Number of clips=K2019.04 | 71.2 | 0.6 | |
| R(2+1)D-34Classifier=R(2+1)D-34, Sampling Strategy=Dense, Number of clips=all2019.04 | 70.9 | 14.2 | |
| R3D-18Classifier=R3D-18, Sampling Strategy=SCSampler, Number of clips=K2019.04 | 70.2 | 0.8 | |
| R(2+1)D-18Classifier=R(2+1)D-18, Sampling Strategy=Dense, Number of clips=all2019.04 | 68.7 | 13.1 | |
| MC3-18Classifier=MC3-18, Sampling Strategy=Dense, Number of clips=all2019.04 | 66.6 | 12.9 | |
| R3D-18Classifier=R3D-18, Sampling Strategy=Dense, Number of clips=all2019.04 | 65.6 | 13.3 | |
| MC3-18Classifier=MC3-18, Sampling Strategy=Empirical, Number of clips=K2019.04 | 65.3 | 0.4 | |
| MC3-18Classifier=MC3-18, Sampling Strategy=Uniform, Number of clips=K2019.04 | 64.8 | 0.4 | |
| MC3-18Classifier=MC3-18, Sampling Strategy=Random, Number of clips=K2019.04 | 64.5 | 0.4 | |
| R(2+1)D-18Classifier=R(2+1)D-18, Sampling Strategy=Empirical, Number of clips=K2019.04 | 63.9 | 0.4 | |
| R(2+1)D-18Classifier=R(2+1)D-18, Sampling Strategy=Uniform, Number of clips=K2019.04 | 63.2 | 0.4 | |
| R(2+1)D-18Classifier=R(2+1)D-18, Sampling Strategy=Random, Number of clips=K2019.04 | 63 | 0.4 | |
| R3D-18Classifier=R3D-18, Sampling Strategy=Empirical, Number of clips=K2019.04 | 60.3 | 0.4 | |
| R3D-18Classifier=R3D-18, Sampling Strategy=Uniform, Number of clips=K2019.04 | 59.9 | 0.4 | |
| R3D-18Classifier=R3D-18, Sampling Strategy=Random, Number of clips=K2019.04 | 59.8 | 0.4 |