Binary classification on AmazonBook
85.46AccuracyAlignUSER+
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AlignUSER+Ratio (1:m)=1:12026.01 | 85.46 | 85.33 | 82.92 | 84.16 | |
| AlignUSERRatio (1:m)=1:12026.01 | 84.32 | 84.27 | 81.79 | 83.01 | |
| SimUSERRatio (1:m)=1:12026.01 | 82.21 | 79.69 | 78.41 | 79.04 | |
| Agent4RecRatio (1:m)=1:12026.01 | 71.9 | 72.76 | 73.35 | 70.02 | |
| AlignUSER+Ratio (1:m)=1:32026.01 | 69.85 | 79.15 | 65.11 | 71.45 | |
| AlignUSERRatio (1:m)=1:32026.01 | 68.43 | 77.84 | 63.8 | 70.14 | |
| AlignUSER+Ratio (1:m)=1:92026.01 | 67.87 | 79.35 | 40.42 | 53.56 | |
| Agent4RecRatio (1:m)=1:32026.01 | 67.07 | 69.09 | 44.23 | 50.98 | |
| AlignUSERRatio (1:m)=1:92026.01 | 66.48 | 78.27 | 38.92 | 51.98 | |
| SimUSERRatio (1:m)=1:32026.01 | 66.29 | 75.47 | 56.57 | 64.67 | |
| Agent4RecRatio (1:m)=1:92026.01 | 66.17 | 69.39 | 23.69 | 31.83 | |
| SimUSERRatio (1:m)=1:92026.01 | 64.97 | 75.88 | 32.29 | 45.3 | |
| RecAgentRatio (1:m)=1:92026.01 | 62.22 | 66.41 | 16.52 | 26.47 | |
| RecAgentRatio (1:m)=1:32026.01 | 61.44 | 66.76 | 40.01 | 50.03 | |
| RecAgentRatio (1:m)=1:12026.01 | 60.35 | 65.39 | 66.36 | 65.87 |