Concept Recognition on HoIP trained on ALD
18.5F1 ScoreHI-ALD (OSI)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HI-ALD (OSI)Training data size (|D|)=2002026.01 | 18.5 | 30.1 | 211.7 | |
| HI-ALD (OSSI)Training data size (|D|)=16002026.01 | 18.4 | 35.1 | 94.2 | |
| HI-ALD (OSI)Training data size (|D|)=32002026.01 | 18.3 | 37.5 | 106.5 | |
| HI-ALD (OSI)Training data size (|D|)=164152026.01 | 17.7 | 40.9 | 73.3 | |
| HI-ALD (SSI)Training data size (|D|)=164152026.01 | 17.6 | 38 | 33.2 | |
| HI-ALD (OSSI)Training data size (|D|)=164152026.01 | 17.3 | 41.4 | 44.4 | |
| HI-ALD (OSI)Training data size (|D|)=64002026.01 | 17.2 | 40.8 | 69.6 | |
| HI-ALD (OSI)Training data size (|D|)=128002026.01 | 16.9 | 41.1 | 67.5 | |
| HI-ALD (OSSI)Training data size (|D|)=2002026.01 | 16.8 | 28.5 | 313 | |
| HI-ALD (OSSI)Training data size (|D|)=128002026.01 | 16.7 | 40.7 | 51.5 | |
| HI-ALD (SSI)Training data size (|D|)=128002026.01 | 16 | 38.7 | 34.6 | |
| HI-ALD (OSI)Training data size (|D|)=16002026.01 | 15.9 | 38 | 109.7 | |
| HI-ALD (OSSI)Training data size (|D|)=64002026.01 | 15.9 | 40.6 | 52.1 | |
| HI-ALD (SSI)Training data size (|D|)=64002026.01 | 15.7 | 38.4 | 35 | |
| HI-ALD (OSSI)Training data size (|D|)=32002026.01 | 15.5 | 39.3 | 62.5 | |
| HI-ALD (SSI)Training data size (|D|)=32002026.01 | 15 | 36.1 | 44.8 | |
| HI-ALD (OSI)Training data size (|D|)=8002026.01 | 14.9 | 35.4 | 172.9 | |
| HI-ALD (SSI)Training data size (|D|)=16002026.01 | 14.8 | 36 | 55 | |
| HI-ALD (SSI)Training data size (|D|)=4002026.01 | 14.1 | 28.6 | 95 | |
| HI-ALD (OSI)Training data size (|D|)=4002026.01 | 13.9 | 32.6 | 243 | |
| HI-ALD (SSI)Training data size (|D|)=8002026.01 | 13.9 | 31.9 | 75.9 | |
| HI-ALD (SSI)Training data size (|D|)=2002026.01 | 13.7 | 28.6 | 129.1 | |
| HI-ALD (OSSI)Training data size (|D|)=4002026.01 | 13.4 | 32.4 | 120.2 | |
| HI-ALD (OSSI)Training data size (|D|)=8002026.01 | 11.9 | 34.7 | 103.7 |