Click-Through Rate (CTR) Prediction on Criteo WSDM 2021 (test)
0.4403LogLossDeepFwFM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepFwFM# Parameters=13,739,321, Latency (ms)=4.2712020.02 | 0.4403 | 0.8116 | |
| xDeepFM# Parameters=15,508,958, Latency (ms)=40.852020.02 | 0.442 | 0.8102 | |
| FwFM# Parameters=13,261,682, Latency (ms)=0.1452020.02 | 0.4466 | 0.8049 | |
| DeepFM# Parameters=15,064,206, Latency (ms)=4.1812020.02 | 0.4495 | 0.8036 | |
| NFM# Parameters=15,204,206, Latency (ms)=4.0912020.02 | 0.4497 | 0.803 | |
| FM# Parameters=14,586,606, Latency (ms)=0.0052020.02 | 0.4565 | 0.7949 | |
| LR# Parameters=1,326,056, Latency (ms)=0.0012020.02 | 0.4615 | 0.7881 |