Set Prediction on TMALL (test)
0.3797Overlap (Size 1)Benchmark
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BenchmarkSize Bias=true2022.09 | 0.3797 | 0.1267 | 0.0337 | 0.0049 | 0.0004 | 0.5454 | |
| DCMSize Bias=true2022.09 | 0.3797 | 0.1198 | 0.0266 | 0.0018 | 0.0001 | 0.528 | |
| hybrid(Benchmark + GRU2Set)2022.09 | 0.3797 | 0.1359 | 0.0449 | 0.0053 | 0.0002 | 0.566 | |
| hybrid(Benchmark + SetNN)2022.09 | 0.3797 | 0.1349 | 0.0448 | 0.0052 | 0.0002 | 0.5648 | |
| GRU2SetSize Bias=true2022.09 | 0.3764 | 0.1359 | 0.0449 | 0.0053 | 0.0002 | 0.5627 | |
| SetNNSize Bias=true2022.09 | 0.3751 | 0.1349 | 0.0448 | 0.0052 | 0.0002 | 0.5602 | |
| BenchmarkSize Bias=false2022.09 | 0.3692 | 0.1166 | 0.0325 | 0.0056 | 0.001 | 0.5249 | |
| DCMSize Bias=false2022.09 | 0.3691 | 0.1033 | 0.0242 | 0.0025 | 0.0004 | 0.4995 | |
| MRWSize Bias=true2022.09 | 0.3682 | 0.1253 | 0.0398 | 0.0046 | 0.0002 | 0.5381 | |
| GRU2SetSize Bias=false2022.09 | 0.3494 | 0.1185 | 0.0407 | 0.0076 | 0.001 | 0.5172 | |
| SetNNSize Bias=false2022.09 | 0.3475 | 0.1247 | 0.0407 | 0.007 | 0.0008 | 0.5207 | |
| MRWSize Bias=false2022.09 | 0.3334 | 0.1129 | 0.0366 | 0.0067 | 0.0008 | 0.4904 |