Event Prediction on Chicago Crime
0.392NDCGSpatialRank
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SpatialRankK=502023.09 | 0.392 | 0.446 | 0.644 | |
| SpatialRankK=50, loss=SONG2023.09 | 0.39 | 0.45 | 0.649 | |
| SpatialRankK=50, beta=0.52023.09 | 0.387 | 0.446 | 0.651 | |
| SpatialRankK=50, loss=Cross Entropy2023.09 | 0.386 | 0.441 | 0.644 | |
| SpatialRankK=402023.09 | 0.38 | 0.467 | 0.647 | |
| SpatialRankK=40, loss=SONG2023.09 | 0.379 | 0.466 | 0.656 | |
| SpatialRankK=40, loss=Cross Entropy2023.09 | 0.378 | 0.455 | 0.646 | |
| SpatialRankK=40, beta=0.52023.09 | 0.376 | 0.463 | 0.655 | |
| Hetero-ConvLSTMK=502023.09 | 0.374 | 0.433 | 0.638 | |
| SpatialRankK=302023.09 | 0.373 | 0.491 | 0.665 | |
| HintNetK=502023.09 | 0.369 | 0.434 | 0.628 | |
| Hetero-ConvLSTMK=402023.09 | 0.365 | 0.452 | 0.642 | |
| SpatialRankK=50, loss=ApproxNDCG2023.09 | 0.365 | 0.421 | 0.619 | |
| SpatialRankK=30, loss=SONG2023.09 | 0.364 | 0.484 | 0.66 | |
| SpatialRankK=30, loss=Cross Entropy2023.09 | 0.362 | 0.475 | 0.653 | |
| SpatialRankK=30, beta=0.52023.09 | 0.361 | 0.484 | 0.67 | |
| HintNetK=402023.09 | 0.358 | 0.448 | 0.631 | |
| SpatialRankK=40, loss=ApproxNDCG2023.09 | 0.353 | 0.435 | 0.658 | |
| Hetero-ConvLSTMK=302023.09 | 0.346 | 0.468 | 0.657 | |
| SpatialRankK=30, loss=ApproxNDCG2023.09 | 0.344 | 0.455 | 0.637 | |
| HintNetK=302023.09 | 0.342 | 0.468 | 0.661 | |
| ConvLSTMK=502023.09 | 0.333 | 0.387 | 0.599 | |
| ConvLSTMK=402023.09 | 0.325 | 0.404 | 0.607 | |
| ConvLSTMK=302023.09 | 0.313 | 0.415 | 0.617 | |
| GSNetK=502023.09 | 0.299 | 0.335 | 0.568 | |
| GSNetK=402023.09 | 0.296 | 0.374 | 0.565 | |
| GSNetK=302023.09 | 0.283 | 0.388 | 0.584 | |
| LSTMK=502023.09 | 0.262 | 0.314 | 0.512 | |
| HAK=502023.09 | 0.259 | 0.322 | 0.449 | |
| LSTMK=402023.09 | 0.257 | 0.329 | 0.521 | |
| HAK=402023.09 | 0.25 | 0.333 | 0.506 | |
| LSTMK=302023.09 | 0.246 | 0.327 | 0.517 | |
| HAK=302023.09 | 0.237 | 0.348 | 0.514 |