Activity Detection on MLB-YouTube (test)
47.1mAPI3D + 3 TGM + super-events
Evaluation Results
| Method | Links | |
|---|---|---|
| I3D + 3 TGM + super-eventsStream type=Two-stream2018.03 | 47.1 | |
| I3D + 3 TGM + super-eventsStream type=Temporal2018.03 | 46 | |
| InceptionV3 + 3 TGM + super-eventsStream type=Two-stream2018.03 | 42.9 | |
| InceptionV3 + 3 TGM + super-eventsStream type=Temporal2018.03 | 42.4 | |
| I3D + 3 TGMStream type=Two-stream2018.03 | 40.1 | |
| I3D + 1 temporal convStream type=Two-stream2018.03 | 39.9 | |
| InceptionV3 + super-eventsStream type=Two-stream2018.03 | 39.6 | |
| I3D + LSTMStream type=Two-stream2018.03 | 39.4 | |
| I3D + 3 TGM + super-eventsStream type=Spatial2018.03 | 39.4 | |
| I3D + super-eventsStream type=Two-stream2018.03 | 39.1 | |
| I3D + super-eventsStream type=Spatial2018.03 | 38.7 | |
| I3D + 1 temporal convStream type=Temporal2018.03 | 38.6 | |
| I3D + super-eventsStream type=Temporal2018.03 | 38.6 | |
| I3D + 1 TGMStream type=Two-stream2018.03 | 38.5 | |
| I3D + 3 TGMStream type=Temporal2018.03 | 38.4 | |
| InceptionV3 + 3 TGMStream type=Temporal2018.03 | 38.2 | |
| InceptionV3 + 3 TGMStream type=Two-stream2018.03 | 38.2 | |
| I3D + 1 TGMStream type=Temporal2018.03 | 37.5 | |
| InceptionV3 + 1 TGMStream type=Two-stream2018.03 | 37.4 | |
| I3D + LSTMStream type=Temporal2018.03 | 37.3 | |
| I3D + 1 temporal convStream type=Spatial2018.03 | 37.3 | |
| I3D + 3 TGMStream type=Spatial2018.03 | 36.5 | |
| InceptionV3 + 1 TGMStream type=Temporal2018.03 | 36.3 | |
| InceptionV3 + super-eventsStream type=Temporal2018.03 | 36.2 | |
| I3D + LSTMStream type=Spatial2018.03 | 36.2 | |
| I3D + 3 temporal convStream type=Two-stream2018.03 | 35.6 | |
| I3D + 1 TGMStream type=Spatial2018.03 | 35.5 | |
| InceptionV3 + 1 temporal convStream type=Two-stream2018.03 | 35.2 | |
| I3DStream type=Temporal2018.03 | 35.1 | |
| InceptionV3 + 3 TGM + super-eventsStream type=Spatial2018.03 | 34.6 | |
| I3D + 3 temporal convStream type=Temporal2018.03 | 34.6 | |
| InceptionV3 + 1 temporal convStream type=Temporal2018.03 | 34.4 | |
| I3DStream type=Two-stream2018.03 | 34.2 | |
| InceptionV3 + LSTMStream type=Two-stream2018.03 | 34.1 | |
| I3DStream type=Spatial2018.03 | 33.8 | |
| InceptionV3 + LSTMStream type=Temporal2018.03 | 33.5 | |
| InceptionV3 + 3 TGMStream type=Spatial2018.03 | 33.2 | |
| InceptionV3 + 1 temporal convStream type=Spatial2018.03 | 32.8 | |
| InceptionV3 + 1 TGMStream type=Spatial2018.03 | 32.4 | |
| I3D + 3 temporal convStream type=Spatial2018.03 | 32.4 | |
| InceptionV3 + LSTMStream type=Spatial2018.03 | 32.1 | |
| InceptionV3Stream type=Two-stream2018.03 | 31.9 | |
| InceptionV3Stream type=Temporal2018.03 | 31.8 | |
| InceptionV3 + super-eventsStream type=Spatial2018.03 | 31.5 | |
| InceptionV3Stream type=Spatial2018.03 | 31.2 | |
| InceptionV3 + 3 temporal convStream type=Two-stream2018.03 | 30.1 | |
| InceptionV3 + 3 temporal convStream type=Temporal2018.03 | 29.8 | |
| InceptionV3 + 3 temporal convStream type=Spatial2018.03 | 28.4 | |
| RandomStream type=Spatial2018.03 | 13.4 | |
| RandomStream type=Temporal2018.03 | 13.4 | |
| RandomStream type=Two-stream2018.03 | 13.4 |